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ORCIDQian Du 0001
Person information
- affiliation: Mississippi State University, Department of Electronic and Computer Engineering, Starkville, MS, USA
- affiliation (former): Texas A&M University, Kingsville, TX, USA
- affiliation (PhD 2000): University of Maryland at Baltimore County, Baltimore, MD, USA
Other persons with the same name
- Qian Du 0002 — Nankai University, Institute of Robotics, Tianjin, China
- Qian Du 0003
![[0000-0003-3864-8745]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-3864-8745")
— University of Nebraska-Lincoln, School of Biological Sciences, NE, USA - Qian Du 0004 — Linyi University, School of Information Science and Technology, Shandong, China
- Qian Du 0005 — Shandong Institute of Light Industry, School of Food and Bioengineering, Jinan, China
- Qian Du 0006 — Fujian Normal University, College of Photonic and Electronic Engineering, Fuzhou, China
- Qian Du 0007 — Southwest Jiaotong University, School of Transportation and Logistics, Chengdu, China
- Qian Du 0008 — Shandong Police College, Jinan, China
- Qian Du 0009 — Shenzhen Bureau of Geology, China
- Qian Du 0010 — Huazhong University of Science and Technology, China
- Qian Du 0011 — Lanzhou University of Technology, School of Computer and Communication, China
- Qian Du 0012 — Taiyuan University of Technology, College of Electrical and Power Engineering, China
- Qian Du 0013 — Yunnan University, School of Mathematics and Statistics, Kunming, China
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2020 – today
- 2025
[j417]Xiaoyong Bian, Xi Chen, Guorong Yu, Qian Du:
Equivariant Attention Graph Capsule Network for Remote Sensing Scene Recognition. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025)- [j416]Ruijie Tang, Li Ma, Yansheng Li, Qian Du:
Knowledge Graph-Guided Deep Network for Hyperspectral Remote Sensing Image Classification. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j415]Ziyi Wang, Feng Gao, Junyu Dong, Qian Du:
Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j414]Xue Zhang, Guoguo Yang, Hongjun Su, Yiping Chen, Zhaohui Xue, Qian Du:
Spectral-Spatial Ensemble Low-Rank Domain Adaptation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 1329-1344 (2025) - [j413]Ke Bi, Zhaokui Li, Yushi Chen, Qian Du, Li Ma, Yan Wang, Zhuoqun Fang, Mingtai Qi:
Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Weighted Generative Adversarial Networks and Dynamic Thresholding. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025) - [j412]Feng Gao, Miao Fu, Jingchao Cao, Junyu Dong, Qian Du:
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j411]Feng Gao, Xuepeng Jin, Xiaowei Zhou, Junyu Dong, Qian Du:
MSFMamba: Multiscale Feature Fusion State Space Model for Multisource Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j410]Zihui Jiang, Zhaokui Li, Yan Wang, Wei Li, Ke Wang, Jing Tian, Chuanyun Wang, Qian Du:
Lifelong Learning With Adaptive Knowledge Fusion and Class Margin Dynamic Adjustment for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-19 (2025) - [j409]Jiaojiao Li, Haile Li, Haitao Xu, Rui Song, Yunsong Li, Qian Du:
Background Suppression Network With Attention Collapse Inhibited Transformer for Optical Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j408]Junyan Lin, Feng Gao, Lin Qi, Junyu Dong, Qian Du, Xinbo Gao:
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j407]Jiahui Qu, Wenqian Dong, Qian Du, Yufei Yang, Yunshuang Xu, Yunsong Li:
Cyclic Consistency Constrained Multiview Graph Matching Network for Unsupervised Heterogeneous Change Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j406]Hui Shen, Hongjun Su, Hongliang Lu, Zhaoyue Wu, Qian Du:
Weighted Spatiotemporal Fusion via Tensor Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 63: 1-18 (2025) - [j405]Yu Shen, Liang Xiao, Jianyu Chen, Qian Du, Qiaolin Ye:
Learning Cross-Task Features With Mamba for Remote Sensing Image Multitask Prediction. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j404]Ge Zhang, Shaohui Mei, Yufei Wang, Huiyang Han, Yan Feng, Qian Du:
Spectral Variability-Aware Cascaded Autoencoder for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 63: 1-12 (2025) - [j403]Jiaojiao Li, Songcheng Du, Rui Song, Yunsong Li, Qian Du:
Progressive Spatial Information-Guided Deep Aggregation Convolutional Network for Hyperspectral Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 36(1): 1677-1691 (2025) - [j402]Jiahui Qu, Wenqian Dong, Yufei Yang, Tongzhen Zhang, Yunsong Li, Qian Du:
Cycle-Refined Multidecision Joint Alignment Network for Unsupervised Domain Adaptive Hyperspectral Change Detection. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2634-2647 (2025) - [j401]Zhangxi Xiong, Wei Li, Xiaobin Zhao, Baochang Zhang, Ran Tao, Qian Du:
PRF-Net: A Progressive Remote Sensing Image Registration and Fusion Network. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9437-9450 (2025) - [j400]Jiahui Qu, Jizhou Cui, Wenqian Dong, Qian Du, Xiaoyang Wu, Song Xiao, Yunsong Li:
A Principle Design of Registration-Fusion Consistency: Toward Interpretable Deep Unregistered Hyperspectral Image Fusion. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9648-9662 (2025) - [i32]Junyan Lin, Feng Gap, Lin Qi, Junyu Dong, Qian Du, Xinbo Gao:
Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification. CoRR abs/2503.06945 (2025) - 2024
- [j399]Songcheng Du, Yihong Leng, Xinyi Liang, Jiaojiao Li, Wei Liu, Qian Du:
Degradation Aware Unfolding Network for Spectral Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j398]Shuai Hu, Feng Gao, Xiaowei Zhou, Junyu Dong, Qian Du:
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j397]Chen-Feng Long, Ya-Ru Li, Yang-Jun Deng, Wei-Ye Wang, Xing-Hui Zhu, Qian Du:
Low-Rank Discriminative Embedding Regression for Robust Feature Extraction of Hyperspectral Images via Weighted Schatten p-Norm Minimization. Remote. Sens. 16(16): 3081 (2024) - [j396]Hongjun Su, Dezhong Shi, Zhaohui Xue, Qian Du:
Mean-Weighted Collaborative Representation-Based Spatial-Spectral Joint Classification for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 10158-10173 (2024) - [j395]Yang Zhao, Hongjun Su, Zhaoyue Wu, Zhaohui Xue, Qian Du:
Logarithmic Kernel Relaxed Collaborative Representation With Scaled MST Dictionary Construction for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18652-18665 (2024) - [j394]Sihao Luo, Li Ma, Xiaoquan Yang, Qian Du:
Multilevel Unsupervised Domain Adaptation for Single-Stage Object Detection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19420-19435 (2024) - [j393]Jiaojiao Li, Penghao Tian, Rui Song, Haitao Xu, Yunsong Li, Qian Du:
PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j392]Yang-Jun Deng, Meng-Long Yang, Heng-Chao Li, Chen-Feng Long, Kui Fang, Qian Du:
Feature Dimensionality Reduction With L2,p-Norm-Based Robust Embedding Regression for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j391]Zhuoqun Fang, Wenqiang He, Zhaokui Li, Qian Du, Qiusheng Chen:
Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j390]Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du:
Foundation Model-Based Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j389]Yi Huang, Jiangtao Peng, Genwei Zhang, Weiwei Sun, Na Chen, Qian Du:
Adversarial Domain Adaptation Network With Calibrated Prototype and Dynamic Instance Convolution for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j388]Jiaojiao Li, Shiyao Duan, Yihong Leng, Rui Song, Yunsong Li, Qian Du:
Residual Mask in Cascaded Convolutional Transformer for Spectral Reconstruction. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j387]Yunsong Li, Wen-jin Guo, Weiying Xie, Tao Jiang, Qian Du:
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j386]Yun-Cheng Li, Sen Lei, Nanqing Liu, Heng-Chao Li, Qian Du:
IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j385]Jiaojiao Li, Yuzhe Liu, Rui Song, Wei Li, Yunsong Li, Qian Du:
HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j384]Zhaokui Li, Chenyang Zhang, Yan Wang, Wei Li, Qian Du, Zhuoqun Fang, Yushi Chen:
Cross-Domain Few-Shot Hyperspectral Image Classification With Cross-Modal Alignment and Supervised Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j383]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Zhaohui Xue, Weiwei Sun, Qian Du:
Semi-Supervised Dynamic Ensemble Learning With Balancing Diversity and Consistency for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j382]Sihao Luo, Li Ma, Xiaoquan Yang, Dapeng Luo, Qian Du:
Self-Training-Based Unsupervised Domain Adaptation for Object Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [j381]Yuxin Meng, Feng Gao, Eric Rigall, Junyu Dong, Qian Du:
Physical Knowledge Analytic Framework for Sea Surface Temperature Prediction. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j380]Yujie Ning, Jiangtao Peng, Quanyong Liu, Weiwei Sun, Qian Du:
Domain Invariant and Compact Prototype Contrast Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j379]Jiahui Qu, Jingyu Zhao, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du:
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j378]Hongjun Su, Hongliang Lu, Pan Zheng, Hengyi Zheng, Zhaohui Xue, Qian Du:
Iterative Semi-Supervised Learning With Few-Shot Samples for Coastal Wetland Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j377]Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian, Qing Shen:
Transformer-Based Band Regrouping With Feature Refinement for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j376]Fulin Xu, Shaohui Mei, Ge Zhang, Nan Wang, Qian Du:
Bridging CNN and Transformer With Cross-Attention Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j375]Jin-Yu Yang, Heng-Chao Li, Jing-Hua Yang, Lei Pan, Qian Du, Antonio Plaza:
Multifrequency Graph Convolutional Network With Cross-Modality Mutual Enhancement for Multisource Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j374]Chendi Zhang, Hongjun Su, Xiaolei Wang, Zhaoyue Wu, Yufan Yang, Zhaohui Xue, Qian Du:
Self-Paced Probabilistic Collaborative Representation for Anomaly Detection of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [j373]Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu:
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j372]Hengyi Zheng, Hongjun Su, Zhaoyue Wu, Mercedes Eugenia Paoletti, Qian Du:
Graph Convolutional Network With Relaxed Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j371]Shangdong Zheng, Zebin Wu, Qian Du, Yang Xu, Zhihui Wei:
Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j370]Jiaojiao Li, Zhiyuan Zhang, Rui Song, Yunsong Li, Qian Du:
SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification. IEEE Trans. Image Process. 33: 840-855 (2024) - [j369]Teng Yang, Song Xiao, Jiahui Qu, Wenqian Dong, Qian Du, Yunsong Li:
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data. IEEE Trans. Image Process. 33: 4459-4474 (2024) - [j368]Jiaojiao Li, Zhiyuan Zhang, Yuzhe Liu, Rui Song, Yunsong Li, Qian Du:
SWFormer: Stochastic Windows Convolutional Transformer for Hybrid Modality Hyperspectral Classification. IEEE Trans. Image Process. 33: 5482-5495 (2024) - [j367]Yuxiang Zhang, Wei Li, Mengmeng Zhang, Shuai Wang, Ran Tao, Qian Du:
Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1912-1925 (2024) - [j366]Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du:
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2235-2249 (2024) - [j365]Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11409-11423 (2024) - [j364]Mengmeng Zhang, Xudong Zhao, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du:
Cross-Scene Joint Classification of Multisource Data With Multilevel Domain Adaption Network. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11514-11526 (2024) - [j363]Junjie Wang, Wei Li, Yinjian Wang, Ran Tao, Qian Du:
Representation-Enhanced Status Replay Network for Multisource Remote-Sensing Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15346-15358 (2024) - [j362]Haonan Qin, Weiying Xie, Yunsong Li, Qian Du:
HTD-TS3: Weakly Supervised Hyperspectral Target Detection Based on Transformer via Spectral-Spatial Similarity. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16816-16830 (2024) - [j361]Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Kai Jiang, Leyuan Fang, Qian Du:
Block-Wise Partner Learning for Model Compression. IEEE Trans. Neural Networks Learn. Syst. 35(12): 17582-17595 (2024) - [c162]Tongzhen Zhang, Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong:
Matrix Factorization Informed Interpretable Deep Network for Unregistered Hyperspectral and Multispectral Images Fusion. IGARSS 2024: 315-318 - [c161]Chiranjibi Shah, Qian Du:
Class-Specific Spatial-Aware Collaborative Representation for Hyperspectral Image Classification. WHISPERS 2024: 1-4 - [i31]Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du, Jing Tian:
SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking. CoRR abs/2403.05852 (2024) - [i30]Shuai Hu, Feng Gao, Xiaowei Zhou, Junyu Dong, Qian Du:
Hybrid Convolutional and Attention Network for Hyperspectral Image Denoising. CoRR abs/2403.10067 (2024) - [i29]Hanzheng Wang, Wei Li, Xiang-Gen Xia, Qian Du:
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking. CoRR abs/2408.12232 (2024) - [i28]Yinjian Wang, Wei Li, Yuanyuan Gui, Qian Du, James E. Fowler:
A Generalized Tensor Formulation for Hyperspectral Image Super-Resolution Under General Spatial Blurring. CoRR abs/2409.18731 (2024) - 2023
- [j360]Erxin Xie, Na Chen, Jiangtao Peng, Weiwei Sun, Qian Du, Xinge You:
Semantic and spatial-spectral feature fusion transformer network for the classification of hyperspectral image. CAAI Trans. Intell. Technol. 8(4): 1308-1322 (2023) - [j359]Na Liu, Wei Li, Yinjian Wang, Ran Tao, Qian Du, Jocelyn Chanussot:
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation. Sci. China Inf. Sci. 66(4) (2023) - [j358]Li Ma, Shuyue Li, Zhiyong Zhou, Yafeng Yao, Qian Du:
Semantic Segmentation Network for Classification of Hyperspectral Images With Small Size Samples. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j357]Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j356]Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du:
Weakly supervised adversarial learning via latent space for hyperspectral target detection. Pattern Recognit. 135: 109125 (2023) - [j355]Shiyao Duan, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
Unmixing-Guided Convolutional Transformer for Spectral Reconstruction. Remote. Sens. 15(10): 2619 (2023) - [j354]Cemre Ömer Ayna, Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz:
Learning-Based Optimization of Hyperspectral Band Selection for Classification. Remote. Sens. 15(18): 4460 (2023) - [j353]Wenhui Hou, Na Chen, Jiangtao Peng, Weiwei Sun, Qian Du:
Pyramidal Dilation Attention Convolutional Network With Active and Self-Paced Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1503-1518 (2023) - [j352]Haodong Pan, Feng Gao, Junyu Dong, Qian Du:
Multiscale Adaptive Fusion Network for Hyperspectral Image Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3045-3059 (2023) - [j351]Yao Liang, Hengyi Zheng, Guoguo Yang, Qian Du, Hongjun Su:
Superpixel-Based Weighted Sparse Regression and Spectral Similarity Constrained for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6825-6842 (2023) - [j350]Yufan Yang, Hongjun Su, Zhaoyue Wu, Qian Du:
Saliency-Guided Collaborative-Competitive Representation for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6843-6859 (2023) - [j349]Kai Chen, Guoguo Yang, Jing Wang, Qian Du, Hongjun Su:
Unsupervised Dimensionality Reduction With Multifeature Structure Joint Preserving Embedding for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7585-7599 (2023) - [j348]Yan Guo, Haoming Xia, Xiaoyang Zhao, Longxin Qiao, Qian Du, Yaochen Qin:
Early-Season Mapping of Winter Wheat and Garlic in Huaihe Basin Using Sentinel-1/2 and Landsat-7/8 Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 8809-8817 (2023) - [j347]Mengmeng Zhang, Wei Li, Yuxiang Zhang, Ran Tao, Qian Du:
Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission. IEEE Trans. Cybern. 53(5): 3153-3164 (2023) - [j346]Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Filter Pruning via Learned Representation Median in the Frequency Domain. IEEE Trans. Cybern. 53(5): 3165-3175 (2023) - [j345]Jiahui Qu, Wenqian Dong, Yunsong Li, Shaoxiong Hou, Qian Du:
An Interpretable Unsupervised Unrolling Network for Hyperspectral Pansharpening. IEEE Trans. Cybern. 53(12): 7943-7956 (2023) - [j344]Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza:
t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j343]Long Gao, Pan Liu, Yan Jiang, Weiying Xie, Jie Lei, Yunsong Li, Qian Du:
CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j342]Lianru Gao, Xiaotong Sun, Xu Sun, Lina Zhuang, Qian Du, Bing Zhang:
Hyperspectral Anomaly Detection Based on Chessboard Topology. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j341]Jie Lei, Simin Xu, Weiying Xie, Jiaqing Zhang, Yunsong Li, Qian Du:
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j340]Jiaojiao Li, Yan Diao, Rui Song, Bobo Xi, Yunsong Li, Qian Du:
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j339]Zhaokui Li, Hui Guo, Yushi Chen, Cuiwei Liu, Qian Du, Zhuoqun Fang, Yan Wang:
Few-Shot Hyperspectral Image Classification With Self-Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j338]Yunsong Li, Kai Jiang, Weiying Xie, Jie Lei, Xin Zhang, Qian Du:
A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j337]Jiaojiao Li, Yuzhe Liu, Rui Song, Yunsong Li, Kailiang Han, Qian Du:
Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j336]Jiaojiao Li, Yihong Leng, Rui Song, Wei Li, Yunsong Li, Qian Du:
MFormer: Taming Masked Transformer for Unsupervised Spectral Reconstruction. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j335]Wei Li, Yinjian Wang, Na Liu, Chenchao Xiao, Zhiwei Sun, Qian Du:
Integrated Spatio-Spectral-Temporal Fusion via Anisotropic Sparsity Constrained Low-Rank Tensor Approximation. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j334]Zhaokui Li, Qiang Xu, Li Ma, Zhuoqun Fang, Yan Wang, Wenqiang He, Qian Du:
Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j333]Junyan Lin, Feng Gao, Xiaochen Shi, Junyu Dong, Qian Du:
SS-MAE: Spatial-Spectral Masked Autoencoder for Multisource Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j332]Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei:
Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j331]Quanyong Liu, Jiangtao Peng, Na Chen, Weiwei Sun, Yujie Ning, Qian Du:
Category-Specific Prototype Self-Refinement Contrastive Learning for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j330]Quanyong Liu, Jiangtao Peng, Yujie Ning, Na Chen, Weiwei Sun, Qian Du, Yicong Zhou:
Refined Prototypical Contrastive Learning for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j329]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Hengyi Zheng, Weiwei Sun, Qian Du:
A Probabilistic Sample Boosting Approach With Adaptive Representation Coefficient Consistency for China Coastal Wetland Land Cover Classification Using GF-5 Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j328]Mingyang Ma, Shaohui Mei, Fan Li, Yaoyang Ge, Qian Du:
Spectral Correlation-Based Diverse Band Selection for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j327]Yuxin Meng, Feng Gao, Eric Rigall, Ran Dong, Junyu Dong, Qian Du:
Physical Knowledge-Enhanced Deep Neural Network for Sea Surface Temperature Prediction. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j326]Yujie Ning, Jiangtao Peng, Quanyong Liu, Yi Huang, Weiwei Sun, Qian Du:
Contrastive Learning Based on Category Matching for Domain Adaptation in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j325]Lin Qi, Zhenwei Chen, Feng Gao, Junyu Dong, Xinbo Gao, Qian Du:
Multiview Spatial-Spectral Two-Stream Network for Hyperspectral Image Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j324]Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza:
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j323]Hongjun Su, Fu Shao, Yihan Gao, Huihui Zhang, Weiwei Sun, Qian Du:
Probabilistic Collaborative Representation Based Ensemble Learning for Classification of Wetland Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j322]Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du:
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j321]Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j320]Linzhou Yu, Jiangtao Peng, Na Chen, Weiwei Sun, Qian Du:
Two-Branch Deeper Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j319]Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j318]Mengmeng Zhang, Wei Li, Xudong Zhao, Huan Liu, Ran Tao, Qian Du:
Morphological Transformation and Spatial-Logical Aggregation for Tree Species Classification Using Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j317]Pan Zheng, Hongjun Su, Hongliang Lu, Qian Du:
Adaptive Hypergraph Regularized Multilayer Sparse Tensor Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j316]Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du:
Single-Source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Image Process. 32: 1498-1512 (2023) - [j315]Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du:
Asymmetric Feature Fusion Network for Hyperspectral and SAR Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(10): 8057-8070 (2023) - [j314]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot:
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9337-9351 (2023) - [j313]Junjie Wang, Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du:
Hyperspectral and SAR Image Classification via Multiscale Interactive Fusion Network. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10823-10837 (2023) - [c160]Chiranjibi Shah, Qian Du:
Hyperspectral Image Classification of Agricultural Tillage Practices Using Spatial-aware Collaborative Representation. Agro-Geoinformatics 2023: 1-6 - [c159]Tian-Yu Ma, Heng-Chao Li, Yu-Bang Zheng, Qian Du:
Fully Tensorized Convolutional Long Short-Term Memory for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - [c158]Chiranjibi Shah, Qian Du:
Attention Aware Generative Adversarial Network for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - [i27]Meng Wang, Feng Gao, Junyu Dong, Heng-Chao Li, Qian Du:
Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification. CoRR abs/2301.03335 (2023) - [i26]Haodong Pan, Feng Gao, Junyu Dong, Qian Du:
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising. CoRR abs/2304.09373 (2023) - [i25]Yuxin Meng, Feng Gao, Eric Rigall, Ran Dong, Junyu Dong, Qian Du:
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction. CoRR abs/2304.09376 (2023) - [i24]Haopeng Zhang, Zijing Lin, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Convolution and Attention Mixer for Synthetic Aperture Radar Image Change Detection. CoRR abs/2309.12010 (2023) - [i23]Junyan Lin, Feng Gao, Xiaocheng Shi, Junyu Dong, Qian Du:
SS-MAE: Spatial-Spectral Masked Auto-Encoder for Multi-Source Remote Sensing Image Classification. CoRR abs/2311.04442 (2023) - 2022
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Learning hyperspectral images from RGB images via a coarse-to-fine CNN. Sci. China Inf. Sci. 65(5): 1-14 (2022) - [j311]Xueqing Chen, Li Ma, Qian Du:
Oriented Object Detection by Searching Corner Points in Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j310]Wenqian Dong, Yihan Yang, Jiahui Qu, Song Xiao, Qian Du:
Hyperspectral Pansharpening via Local Intensity Component and Local Injection Gain Estimation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j309]Heng-Chao Li, Shuang-Shuang Li, Wen-Shuai Hu, Jun-Huan Feng, Weiwei Sun, Qian Du:
Recurrent Feedback Convolutional Neural Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j308]Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j307]Jiangtao Peng, Weiwei Sun, Fan Jiang, Hong Chen, Yicong Zhou, Qian Du:
A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j306]Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j305]Chiranjibi Shah, Qian Du:
Spatial-Aware Collaboration-Competition Preserving Graph Embedding for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j304]Xin Song, Heng-Chao Li, Lei Pan, Yang-Jun Deng, Pu Zhang, Li You, Qian Du:
Unsupervised Robust Projection Learning by Low-Rank and Sparse Decomposition for Hyperspectral Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j303]Weiwei Sun, Wenjing Shao, Jiangtao Peng, Gang Yang, Xiangchao Meng, Qian Du:
Multiscale Low-Rank Spatial Features for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j302]Yan Wang, Ming Liu, Yuexin Yang, Zhaokui Li, Qian Du, Yushi Chen, Fei Li, Haibo Yang:
Heterogeneous Few-Shot Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j301]Bobo Xie, Shaohui Mei, Ge Zhang, Yifan Zhang, Yan Feng, Qian Du:
Extended Collaborative Representation-Based Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j300]Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du:
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j299]Tiange Zhang, Feng Gao, Junyu Dong, Qian Du:
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j298]Ge Zhang, Shaohui Mei, Bobo Xie, Yan Feng, Qian Du:
Spectral Variability Augmented Two-Stream Network for Hyperspectral Sparse Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j297]Chiranjibi Shah, Qian Du, Yan Xu:
Enhanced TabNet: Attentive Interpretable Tabular Learning for Hyperspectral Image Classification. Remote. Sens. 14(3): 716 (2022) - [j296]Jie Lei, Pan Liu, Weiying Xie, Long Gao, Yunsong Li, Qian Du:
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos. Remote. Sens. 14(15): 3512 (2022) - [j295]Hongjun Su, Cailing Jia, Pan Zheng, Qian Du:
Superpixel-Based Weighted Collaborative Sparse Regression and Reweighted Low-Rank Representation for Hyperspectral Image Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 393-408 (2022) - [j294]Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du:
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 776-778 (2022) - [j293]Junjie Wang, Feng Gao, Junyu Dong, Shan Zhang, Qian Du:
Change Detection From Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1823-1836 (2022) - [j292]Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Change Detection From Synthetic Aperture Radar Images via Dual Path Denoising Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2667-2680 (2022) - [j291]Hongliang Lu, Hongjun Su, Jun Hu, Qian Du:
Dynamic Ensemble Learning With Multi-View Kernel Collaborative Subspace Clustering for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2681-2695 (2022) - [j290]Hongjun Su, Yuzheng Hu, Hongliang Lu, Weiwei Sun, Qian Du:
Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2861-2876 (2022) - [j289]Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4414-4436 (2022) - [j288]Yujie Ning, Jiangtao Peng, Lin Sun, Yi Huang, Weiwei Sun, Qian Du:
Adaptive Local Discriminant Analysis and Distribution Matching for Domain Adaptation in Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4797-4808 (2022) - [j287]Hongjun Su, Huihui Zhang, Zhaoyue Wu, Qian Du:
Relaxed Collaborative Representation With Low-Rank and Sparse Matrix Decomposition for Hyperspectral Anomaly Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6826-6842 (2022) - [j286]Hongliang Lu, Hongjun Su, Pan Zheng, Yihan Gao, Qian Du:
Weighted Residual Dynamic Ensemble Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 6912-6927 (2022) - [j285]Jiangtao Peng, Yi Huang, Weiwei Sun, Na Chen, Yujie Ning, Qian Du:
Domain Adaptation in Remote Sensing Image Classification: A Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9842-9859 (2022) - [j284]Jiaojiao Li, Yuzhe Liu, Jiachao Liu, Rui Song, Wei Liu, Kailiang Han, Qian Du:
Feature Guide Network With Context Aggregation Pyramid for Remote Sensing Image Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9900-9912 (2022) - [j283]Kai Jiang, Weiying Xie, Jie Lei, Zan Li, Yunsong Li, Tao Jiang, Qian Du:
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image. IEEE Trans. Cybern. 52(11): 11385-11396 (2022) - [j282]Wenqian Dong, Jiahui Qu, Tongzhen Zhang, Yunsong Li, Qian Du:
Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j281]Zhuoqun Fang, Yuexin Yang, Zhaokui Li, Wei Li, Yushi Chen, Li Ma, Qian Du:
Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j280]Chenzhong Gao, Wei Li, Ran Tao, Qian Du:
MS-HLMO: Multiscale Histogram of Local Main Orientation for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j279]Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du:
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j278]Yihan Gao, Hongjun Su, Hongliang Lu, Qian Du:
Self-Balancing Dictionary Learning for Relaxed Collaborative Representation of Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j277]Ke He, Weiwei Sun, Gang Yang, Xiangchao Meng, Kai Ren, Jiangtao Peng, Qian Du:
A Dual Global-Local Attention Network for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j276]Zengfu Hou, Wei Li, Lu Li, Ran Tao, Qian Du:
Hyperspectral Change Detection Based on Multiple Morphological Profiles. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j275]Wen-Shuai Hu, Heng-Chao Li, Rui Wang, Feng Gao, Qian Du, Antonio Plaza:
Pseudo Complex-Valued Deformable ConvLSTM Neural Network With Mutual Attention Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j274]Yi Huang, Jiangtao Peng, Weiwei Sun, Na Chen, Qian Du, Yujie Ning, Han Su:
Two-Branch Attention Adversarial Domain Adaptation Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j273]Jie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du:
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j272]Jiaojiao Li, Songcheng Du, Rui Song, Chaoxiong Wu, Yunsong Li, Qian Du:
HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j271]Heng-Chao Li, Xin-Ru Feng, Donghai Zhai, Qian Du, Antonio Plaza:
Self-Supervised Robust Deep Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j270]Yunsong Li, Tao Jiang, Weiying Xie, Jie Lei, Qian Du:
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j269]Zhaokui Li, Ming Liu, Yushi Chen, Yimin Xu, Wei Li, Qian Du:
Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j268]Jiaojiao Li, Yinle Ma, Rui Song, Bobo Xi, Danfeng Hong, Qian Du:
A Triplet Semisupervised Deep Network for Fusion Classification of Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j267]Jiaojiao Li, Shunyao Zi, Rui Song, Yunsong Li, Yinlin Hu, Qian Du:
A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j266]Jiaojiao Li, Huanqing Zhang, Rui Song, Weiying Xie, Yunsong Li, Qian Du:
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j265]Na Liu, Wei Li, Ran Tao, Qian Du, Jocelyn Chanussot:
Multigraph-Based Low-Rank Tensor Approximation for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j264]Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei:
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j263]Yanfeng Liu, Qiang Li, Yuan Yuan, Qian Du, Qi Wang:
ABNet: Adaptive Balanced Network for Multiscale Object Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j262]Qian Liu, Zebin Wu, Qian Du, Yang Xu, Zhihui Wei:
Multiscale Alternately Updated Clique Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j261]Yidan Liu, Weiying Xie, Yunsong Li, Zan Li, Qian Du:
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j260]Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong:
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j259]Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang:
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j258]Tian-Yu Ma, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Lightweight Tensorized Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j257]Shaohui Mei, Xingang Li, Xiao Liu, Huimin Cai, Qian Du:
Hyperspectral Image Classification Using Attention-Based Bidirectional Long Short-Term Memory Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j256]Lin Qi, Feng Gao, Junyu Dong, Xinbo Gao, Qian Du:
SSCU-Net: Spatial-Spectral Collaborative Unmixing Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j255]Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Song Xiao, Qian Du, Yunsong Li:
A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j254]Jiahui Qu, Yanzi Shi, Weiying Xie, Yunsong Li, Xianyun Wu, Qian Du:
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j253]Jiahui Qu, Yunshuang Xu, Wenqian Dong, Yunsong Li, Qian Du:
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j252]Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du:
BDANet: Multiscale Convolutional Neural Network With Cross-Directional Attention for Building Damage Assessment From Satellite Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j251]Hongjun Su, Yihan Gao, Qian Du:
Superpixel-Based Relaxed Collaborative Representation With Band Weighting for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j250]Weiwei Sun, Gang Yang, Jiangtao Peng, Xiangchao Meng, Ke He, Wei Li, Heng-Chao Li, Qian Du:
A Multiscale Spectral Features Graph Fusion Method for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j249]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du:
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification". IEEE Trans. Geosci. Remote. Sens. 60: 1 (2022) - [j248]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Yanzi Shi, Qian Du:
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j247]Weiying Xie, Shuran Fan, Jiahui Qu, Xianyun Wu, Yanli Lu, Qian Du:
Spectral Distribution-Aware Estimation Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j246]Bobo Xie, Yifan Zhang, Shaohui Mei, Ge Zhang, Yan Feng, Qian Du:
Spectral Variation Augmented Representation for Hyperspectral Imagery Classification With Few Labeled Samples. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j245]Yimin Xu, Zhaokui Li, Wei Li, Qian Du, Cuiwei Liu, Zhuoqun Fang, Lin Zhai:
Dual-Channel Residual Network for Hyperspectral Image Classification With Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j244]Yufei Yang, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li, Qian Du:
A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j243]Tianming Zhan, Zuolin Bi, Huapeng Wu, Chao Xu, Qian Du, Yang Xu, Zebin Wu:
A Novel Cross-Scale Octave Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j242]Mengmeng Zhang, Wei Li, Ran Tao, Heng-Chao Li, Qian Du:
Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j241]Ge Zhang, Shaohui Mei, Bobo Xie, Mingyang Ma, Yifan Zhang, Yan Feng, Qian Du:
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j240]Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du, Geng Yang:
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j239]Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma:
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j238]Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A3 CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. IEEE Trans. Neural Networks Learn. Syst. 33(2): 747-761 (2022) - [j237]Lu Li, Wei Li, Ying Qu, Chunhui Zhao, Ran Tao, Qian Du:
Prior-Based Tensor Approximation for Anomaly Detection in Hyperspectral Imagery. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1037-1050 (2022) - [j236]Tao Jiang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6504-6517 (2022) - [j235]Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li:
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7303-7317 (2022) - [c157]Yuru Su, Shaohui Mei, Ge Zhang, Ye Wang, Mingyi He, Qian Du:
Gaussian Information Entropy based band Reduction for Unsupervised Hyperspectral Video Tracking. IGARSS 2022: 791-794 - [c156]Chiranjibi Shah, Qian Du:
Collaborative-Competitive Representation with Spatial Regularization for Hyperspectral Anomaly Detection. IGARSS 2022: 1253-1256 - [c155]Chiranjibi Shah, Qian Du:
Laplacian Regularized Spatial-Aware Collaborative Competitive Representation for Hyperspectral Dimensionality Reduction. IGARSS 2022: 1732-1735 - [c154]Haonan Qin, Weiying Xie, Yunsong Li, Qian Du:
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. IGARSS 2022: 1967-1970 - [c153]Yuheng Liu, Shaohui Mei, Shun Zhang, Ye Wang, Mingyi He, Qian Du:
Semantic Segmentation of High-Resolution Remote Sensing Images Using an Improved Transformer. IGARSS 2022: 3496-3499 - [c152]Chao Song, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Qian Du:
Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer. IGARSS 2022: 3584-3587 - [c151]Sadia Alam Shammi, Qian Du:
Hyperspectral Image Change Detection Using Deep Learning And Band Expansion. WHISPERS 2022: 1-5 - [i22]Junjie Wang, Feng Gao, Junyu Dong, Qian Du:
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification. CoRR abs/2201.08938 (2022) - [i21]Junjie Wang, Feng Gao, Junyu Dong, Shan Zhang, Qian Du:
Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network. CoRR abs/2201.08954 (2022) - [i20]Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network. CoRR abs/2203.06543 (2022) - [i19]Chenzhong Gao, Wei Li, Ran Tao, Qian Du:
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration. CoRR abs/2204.00260 (2022) - [i18]Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza:
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification. CoRR abs/2204.04462 (2022) - [i17]Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du:
Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification. CoRR abs/2204.05823 (2022) - [i16]Xin-Ru Feng, Heng-Chao Li, Rui Wang, Qian Du, Xiuping Jia, Antonio Plaza:
Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review. CoRR abs/2205.09933 (2022) - [i15]Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network. CoRR abs/2208.04481 (2022) - [i14]Yuxiang Zhang, Wei Li, Weidong Sun, Ran Tao, Qian Du:
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification. CoRR abs/2209.01634 (2022) - [i13]Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. CoRR abs/2209.13351 (2022) - 2021
- [j234]Yixuan Zhu, Wei Li, Mengmeng Zhang, Yong Pang, Ran Tao, Qian Du:
Joint feature extraction for multi-source data using similar double-concentrated network. Neurocomputing 450: 70-79 (2021) - [j233]Wen-Shuai Hu, Heng-Chao Li, Yang-Jun Deng, Xian Sun, Qian Du, Antonio Plaza:
Lightweight Tensor Attention-Driven ConvLSTM Neural Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Signal Process. 15(3): 734-745 (2021) - [j232]Wei-Ye Wang, Heng-Chao Li, Yang-Jun Deng, Li-Yang Shao, Xiaoqiang Lu, Qian Du:
Generative Adversarial Capsule Network With ConvLSTM for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18(3): 523-527 (2021) - [j231]Qian Du, Bo Tang, Weiying Xie, Wei Li:
Parallel and Distributed Computing for Anomaly Detection From Hyperspectral Remote Sensing Imagery. Proc. IEEE 109(8): 1306-1319 (2021) - [j230]Guoming Li, Yijie Xiong, Qian Du, Zhengxiang Shi, Richard S. Gates:
Classifying Ingestive Behavior of Dairy Cows via Automatic Sound Recognition. Sensors 21(15): 5231 (2021) - [j229]Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte:
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 464-473 (2021) - [j228]Chang Liu, Ran Tao, Wei Li, Mengmeng Zhang, Weiwei Sun, Qian Du:
Joint Classification of Hyperspectral and Multispectral Images for Mapping Coastal Wetlands. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 982-996 (2021) - [j227]Pan Zheng, Hongjun Su, Qian Du:
Sparse and Low-Rank Constrained Tensor Factorization for Hyperspectral Image Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1754-1767 (2021) - [j226]Hongkang Wei, Li Ma, Yong Liu, Qian Du:
Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1832-1847 (2021) - [j225]Chiru Ge, Qian Du, Weiwei Sun, Keyan Wang, Jiaojiao Li, Yunsong Li:
Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2458-2472 (2021) - [j224]Wenjin Wang, Li Ma, Min Chen, Qian Du:
Joint Correlation Alignment-Based Graph Neural Network for Domain Adaptation of Multitemporal Hyperspectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3170-3184 (2021) - [j223]Chiranjibi Shah, Qian Du:
Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5248-5259 (2021) - [j222]Shaohui Mei, Keli Yan, Mingyang Ma, Xiaoning Chen, Shun Zhang, Qian Du:
Remote Sensing Scene Classification Using Sparse Representation-Based Framework With Deep Feature Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5867-5878 (2021) - [j221]Zengfu Hou, Wei Li, Ran Tao, Qian Du:
Three-Order Tucker Decomposition and Reconstruction Detector for Unsupervised Hyperspectral Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6194-6205 (2021) - [j220]Ge Zhang, Shaohui Mei, Yan Feng, Qian Du:
Spectral-Spatial Constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6766-6776 (2021) - [j219]Weiwei Sun, Gang Yang, Kai Ren, Jiangtao Peng, Chiru Ge, Xiangchao Meng, Qian Du:
A Label Similarity Probability Filter for Hyperspectral Image Postclassification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6897-6905 (2021) - [j218]Yi Huang, Jiangtao Peng, Yujie Ning, Weiwei Sun, Qian Du:
Graph Embedding and Distribution Alignment for Domain Adaptation in Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7654-7666 (2021) - [j217]Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte:
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10691-10704 (2021) - [j216]Yunhao Gao, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Synthetic Aperture Radar Image Change Detection via Siamese Adaptive Fusion Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10748-10760 (2021) - [j215]Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte:
Corrections to "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12103 (2021) - [j214]Baorui Wang, Shun Zhang, Yan Feng, Shaohui Mei, Sen Jia, Qian Du:
Hyperspectral Imagery Spatial Super-Resolution Using Generative Adversarial Network. IEEE Trans. Computational Imaging 7: 948-960 (2021) - [j213]Weiying Xie, Xin Zhang, Yunsong Li, Jie Lei, Jiaojiao Li, Qian Du:
Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 51(8): 3889-3900 (2021) - [j212]Lu Li, Wei Li, Qian Du, Ran Tao:
Low-Rank and Sparse Decomposition With Mixture of Gaussian for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 51(9): 4363-4372 (2021) - [j211]Weiying Xie, Yuhang Cui, Yunsong Li, Jie Lei, Qian Du, Jiaojiao Li:
HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 59(1): 463-477 (2021) - [j210]Zixu Liu, Li Ma, Qian Du:
Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59(1): 508-521 (2021) - [j209]Jiangtao Peng, Yicong Zhou, Weiwei Sun, Qian Du, Lekang Xia:
Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(2): 1501-1515 (2021) - [j208]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 4340-4354 (2021) - [j207]Junjie Wang, Feng Gao, Junyu Dong, Qian Du:
Adaptive DropBlock-Enhanced Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(6): 5040-5053 (2021) - [j206]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du:
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(6): 5114-5130 (2021) - [j205]Jiaping Zhong, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(7): 6017-6028 (2021) - [j204]Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan:
Efficient Deep Learning of Nonlocal Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(7): 6029-6043 (2021) - [j203]Hongjun Su, Yao Yu, Zhaoyue Wu, Qian Du:
Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(8): 6840-6853 (2021) - [j202]Yanzi Shi, Jiaojiao Li, Yunsong Li, Qian Du:
Sensor-Independent Hyperspectral Target Detection With Semisupervised Domain Adaptive Few-Shot Learning. IEEE Trans. Geosci. Remote. Sens. 59(8): 6894-6906 (2021) - [j201]Jiahui Qu, Qian Du, Yunsong Li, Long Tian, Haoming Xia:
Anomaly Detection in Hyperspectral Imagery Based on Gaussian Mixture Model. IEEE Trans. Geosci. Remote. Sens. 59(11): 9504-9517 (2021) - [j200]Yuxiang Zhang, Wei Li, Ran Tao, Jiangtao Peng, Qian Du, Zhaoquan Cai:
Cross-Scene Hyperspectral Image Classification With Discriminative Cooperative Alignment. IEEE Trans. Geosci. Remote. Sens. 59(11): 9646-9660 (2021) - [j199]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Image Process. 30: 8823-8835 (2021) - [c150]Helgi Hrafn Omarsson, Qian Du:
Hyperspectral Image Classification by Fractional Discrete Cosine Transform Based Feature Extraction. IGARSS 2021: 2743-2746 - [c149]Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du:
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. IGARSS 2021: 2851-2854 - [c148]Chiranjibi Shah, Qian Du:
Modified Structure-Aware Collaborative Representation for Hyperspectral Image Classification. IGARSS 2021: 3217-3220 - [c147]Chiranjibi Shah, Qian Du:
Collaborative and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery. IGARSS 2021: 3621-3624 - [c146]Baorui Wang, Shaohui Mei, Yan Feng, Qian Du:
Hyperspectral Imagery Super-Resolution Based on Self-Calibrated Attention Residual Network. IGARSS 2021: 3896-3899 - [c145]Zengfu Hou, Wei Li, Qian Du:
A Patch Tensor-Based Change Detection Method for Hyperspectral Images. IGARSS 2021: 4328-4331 - [c144]Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du:
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. IGARSS 2021: 4428-4431 - [c143]Ye Wang, Shaohui Mei, Shun Zhang, Qian Du:
Siammraan: Siamese Multi-Level Residual Attention Adaptive Network for Hyperspectral Videos Tracking. IGARSS 2021: 5275-5278 - [i12]Tiange Zhang, Feng Gao, Junyu Dong, Qian Du:
Remote Sensing Image Translation via Style-Based Recalibration Module and Improved Style Discriminator. CoRR abs/2103.15502 (2021) - [i11]Xiaofan Qu, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li:
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network. CoRR abs/2104.06699 (2021) - [i10]Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du:
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images. CoRR abs/2105.07364 (2021) - [i9]Yunhao Gao, Wei Li, Mengmeng Zhang, Jianbu Wang, Weiwei Sun, Ran Tao, Qian Du:
Hyperspectral and Multispectral Classification for Coastal Wetland Using Depthwise Feature Interaction Network. CoRR abs/2106.06896 (2021) - [i8]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification. CoRR abs/2108.11172 (2021) - [i7]Xin Wu, Wei Li, Danfeng Hong, Ran Tao, Qian Du:
Deep Learning for UAV-based Object Detection and Tracking: A Survey. CoRR abs/2110.12638 (2021) - [i6]Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution. CoRR abs/2112.14608 (2021) - 2020
- [j198]Jiahui Qu, Yunsong Li, Qian Du, Haoming Xia:
Hyperspectral and Panchromatic Image Fusion via Adaptive Tensor and Multi-Scale Retinex Algorithm. IEEE Access 8: 30522-30532 (2020) - [j197]Guoming Li, Yang Zhao, Joseph L. Purswell, Qian Du, Gray D. Chesser Jr., John W. Lowe:
Analysis of feeding and drinking behaviors of group-reared broilers via image processing. Comput. Electron. Agric. 175: 105596 (2020) - [j196]Weiwei Sun, Gang Yang, Jiangtao Peng, Qian Du:
Lateral-Slice Sparse Tensor Robust Principal Component Analysis for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(1): 107-111 (2020) - [j195]Weiwei Sun, Jiangtao Peng, Gang Yang, Qian Du:
Correntropy-Based Sparse Spectral Clustering for Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 17(3): 484-488 (2020) - [j194]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries. IEEE Geosci. Remote. Sens. Lett. 17(9): 1598-1602 (2020) - [j193]Qiong Ran, Xiaodong Xu, Shizhi Zhao, Wei Li, Qian Du:
Remote sensing images super-resolution with deep convolution networks. Multim. Tools Appl. 79(13-14): 8985-9001 (2020) - [j192]Shaoguang Huang, Hongyan Zhang, Qian Du, Aleksandra Pizurica:
Sketch-Based Subspace Clustering of Hyperspectral Images. Remote. Sens. 12(5): 775 (2020) - [j191]Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma:
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery. Remote. Sens. 12(5): 862 (2020) - [j190]Kai Ren, Weiwei Sun, Xiangchao Meng, Gang Yang, Qian Du:
Fusing China GF-5 Hyperspectral Data with GF-1, GF-2 and Sentinel-2A Multispectral Data: Which Methods Should Be Used? Remote. Sens. 12(5): 882 (2020) - [j189]Gaigai Zhang, Shizhi Zhao, Wei Li, Qian Du, Qiong Ran, Ran Tao:
HTD-Net: A Deep Convolutional Neural Network for Target Detection in Hyperspectral Imagery. Remote. Sens. 12(9): 1489 (2020) - [j188]Guoming Li, Yan Xu, Yang Zhao, Qian Du, Yanbo Huang:
Evaluating Convolutional Neural Networks for Cage-Free Floor Egg Detection. Sensors 20(2): 332 (2020) - [j187]Heng-Chao Li, Wei-Ye Wang, Lei Pan, Wei Li, Qian Du, Ran Tao:
Robust Capsule Network Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 738-751 (2020) - [j186]Zhaokui Li, Tianning Wang, Wei Li, Qian Du, Chuanyun Wang, Cuiwei Liu, Xiangbin Shi:
Deep Multilayer Fusion Dense Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1258-1270 (2020) - [j185]Shaohui Mei, Ge Zhang, Jun Li, Yifan Zhang, Qian Du:
Improving Spectral-Based Endmember Finding by Exploring Spatial Context for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3336-3349 (2020) - [j184]Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du:
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3683-3700 (2020) - [j183]Yifan Zhang, Ting Wang, Shaohui Mei, Qian Du:
Subpixel Mapping of Hyperspectral Images Using a Labeled-Unlabeled Hybrid Endmember Library and Abundance Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5036-5047 (2020) - [j182]Tianyu Li, Qingmin Meng, Qian Du:
Application of Random Effects to Explore the Gulf of Mexico Coastal Forest Dynamics in Relation to Meteorological Factors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5526-5535 (2020) - [j181]Weiying Xie, Xin Zhang, Yunsong Li, Keyan Wang, Qian Du:
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5887-5897 (2020) - [j180]Min Chen, Li Ma, Wenjin Wang, Qian Du:
Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6236-6248 (2020) - [j179]Robiulhossain Mdrafi, Qian Du, Ali Cafer Gürbüz, Bo Tang, Li Ma, Nicolas H. Younan:
Attention-Based Domain Adaptation Using Residual Network for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6424-6433 (2020) - [j178]Mengmeng Zhang, Wei Li, Qian Du, Lianru Gao, Bing Zhang:
Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN. IEEE Trans. Cybern. 50(1): 100-111 (2020) - [j177]Weiying Xie, Jian Yang, Jie Lei, Yunsong Li, Qian Du, Gang He:
SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(2): 1463-1474 (2020) - [j176]Yang-Jun Deng, Heng-Chao Li, Xin Song, Yong-Jian Sun, Xiangrong Zhang, Qian Du:
Patch Tensor-Based Multigraph Embedding Framework for Dimensionality Reduction of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58(3): 1630-1643 (2020) - [j175]Weiying Xie, Jie Lei, Jian Yang, Yunsong Li, Qian Du, Zhen Li:
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(3): 2015-2026 (2020) - [j174]Yuxiang Zhang, Wei Li, Heng-Chao Li, Ran Tao, Qian Du:
Discriminative Marginalized Least-Squares Regression for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(5): 3148-3161 (2020) - [j173]Hongjun Su, Yao Yu, Qian Du, Peijun Du:
Ensemble Learning for Hyperspectral Image Classification Using Tangent Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 58(6): 3778-3790 (2020) - [j172]Weiwei Sun, Jiangtao Peng, Gang Yang, Qian Du:
Fast and Latent Low-Rank Subspace Clustering for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 58(6): 3906-3915 (2020) - [j171]Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du:
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(6): 4237-4250 (2020) - [j170]Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Yuchao Dai, Qian Du:
Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. 58(6): 4304-4318 (2020) - [j169]Shaohui Mei, Ruituo Jiang, Xu Li, Qian Du:
Spatial and Spectral Joint Super-Resolution Using Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 58(7): 4590-4603 (2020) - [j168]Tao Jiang, Yunsong Li, Weiying Xie, Qian Du:
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 4666-4679 (2020) - [j167]Kai Jiang, Weiying Xie, Yunsong Li, Jie Lei, Gang He, Qian Du:
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 5224-5236 (2020) - [j166]Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Qian Du:
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(8): 5416-5427 (2020) - [j165]Xue Wang, Kun Tan, Qian Du, Yu Chen, Peijun Du:
CVA2E: A Conditional Variational Autoencoder With an Adversarial Training Process for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5676-5692 (2020) - [j164]Xudong Zhao, Ran Tao, Wei Li, Heng-Chao Li, Qian Du, Wenzhi Liao, Wilfried Philips:
Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture. IEEE Trans. Geosci. Remote. Sens. 58(10): 7355-7370 (2020) - [j163]Weiying Xie, Jie Lei, Yuhang Cui, Yunsong Li, Qian Du:
Hyperspectral Pansharpening With Deep Priors. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1529-1543 (2020) - [c142]Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, William J. Emery:
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory. IGARSS 2020: 858-861 - [c141]Long Tian, Qian Du, Ivica Kopriva:
L0-Motivated Low Rank Sparse Subspace Clustering for Hyperspectral Imagery. IGARSS 2020: 1038-1041 - [c140]Tao Jiang, Weiying Xie, Yunsong Li, Qian Du:
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. IGARSS 2020: 2420-2423 - [c139]Chiru Ge, Qian Du:
Probability Fusion for Hyperspectral and LiDAR Data. IGARSS 2020: 2675-2678 - [i5]Xin Wu, Wei Li, Danfeng Hong, Jiaojiao Tian, Ran Tao, Qian Du:
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network. CoRR abs/2007.08494 (2020) - [i4]Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan:
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification. CoRR abs/2008.00542 (2020) - [i3]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification. CoRR abs/2008.05457 (2020)
2010 – 2019
- 2019
- [j162]Wei Li, Chen Chen, Mengmeng Zhang, Heng-Chao Li, Qian Du:
Data Augmentation for Hyperspectral Image Classification With Deep CNN. IEEE Geosci. Remote. Sens. Lett. 16(4): 593-597 (2019) - [j161]Jiangtao Peng, Weiwei Sun, Li Ma, Qian Du:
Discriminative Transfer Joint Matching for Domain Adaptation in Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(6): 972-976 (2019) - [j160]Li Ma, Chuang Luo, Jiangtao Peng, Qian Du:
Unsupervised Manifold Alignment for Cross-Domain Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 16(10): 1650-1654 (2019) - [j159]Yan Xu, Qian Du, Wei Li, Nicolas H. Younan:
Efficient Probabilistic Collaborative Representation-Based Classifier for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 16(11): 1746-1750 (2019) - [j158]Yunsong Li, Chiru Ge, Weiwei Sun, Jiangtao Peng, Qian Du, Keyan Wang:
Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding. Remote. Sens. 11(5): 550 (2019) - [j157]Depin Ou, Kun Tan, Qian Du, Jishuai Zhu, Xue Wang, Yu Chen:
A Novel Tri-Training Technique for the Semi-Supervised Classification of Hyperspectral Images Based on Regularized Local Discriminant Embedding Feature Extraction. Remote. Sens. 11(6): 654 (2019) - [j156]Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi:
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix. Remote. Sens. 11(9): 1005 (2019) - [j155]Kun Tan, Zengfu Hou, Fuyu Wu, Qian Du, Yu Chen:
Anomaly Detection for Hyperspectral Imagery Based on the Regularized Subspace Method and Collaborative Representation. Remote. Sens. 11(11): 1318 (2019) - [j154]Zhenqun Hua, Weiwei Sun, Gang Yang, Qian Du:
A Full-Coverage Daily Average PM2.5 Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model. Remote. Sens. 11(13): 1558 (2019) - [j153]Kun Tan, Zengfu Hou, Donglei Ma, Yu Chen, Qian Du:
Anomaly Detection in Hyperspectral Imagery Based on Low-Rank Representation Incorporating a Spatial Constraint. Remote. Sens. 11(13): 1578 (2019) - [j152]Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Qian Du:
Hyperspectral Image Super-Resolution with 1D-2D Attentional Convolutional Neural Network. Remote. Sens. 11(23): 2859 (2019) - [j151]Kun Tan, Fuyu Wu, Qian Du, Peijun Du, Yu Chen:
A Parallel Gaussian-Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(2): 627-636 (2019) - [j150]Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du:
Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 1000-1011 (2019) - [j149]Chiru Ge, Qian Du, Wei Li, Yunsong Li, Weiwei Sun:
Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1963-1973 (2019) - [j148]Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone:
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3578-3587 (2019) - [j147]Weiwei Sun, Gang Yang, Jiangtao Peng, Qian Du:
Hyperspectral Band Selection Using Weighted Kernel Regularization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(9): 3665-3676 (2019) - [j146]Xiaohua Tong, Kuifeng Luan, Uwe Stilla, Zhen Ye, Yusheng Xu, Sa Gao, Huan Xie, Qian Du, Shijie Liu, Xiong Xu, Sicong Liu:
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 4062-4081 (2019) - [j145]Ran Tao, Xudong Zhao, Wei Li, Heng-Chao Li, Qian Du:
Hyperspectral Anomaly Detection by Fractional Fourier Entropy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4920-4929 (2019) - [j144]Weidong Yang, Jiangtao Peng, Weiwei Sun, Qian Du:
Log-Euclidean Kernel-Based Joint Sparse Representation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5023-5034 (2019) - [j143]Wei Li, Zhongjian Wang, Lu Li, Qian Du:
Feature Extraction for Hyperspectral Images Using Local Contain Profile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5035-5046 (2019) - [j142]Xiaofei Shi, Cheng Zhu, Xing Ding, Qian Du, Nicolas H. Younan, Li Li:
A Superpixel-Based Coastline Extraction Algorithm for Single-Polarized ENVISAT and ERS Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5118-5133 (2019) - [j141]Qi Wang, Zhenghang Yuan, Qian Du, Xuelong Li:
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 57(1): 3-13 (2019) - [j140]Jiangtao Peng, Weiwei Sun, Qian Du:
Self-Paced Joint Sparse Representation for the Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57(2): 1183-1194 (2019) - [j139]Hongjun Su, Bo Zhao, Qian Du, Peijun Du:
Kernel Collaborative Representation With Local Correlation Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(2): 1230-1241 (2019) - [j138]Hongyi Liu, Peipei Sun, Qian Du, Zebin Wu, Zhihui Wei:
Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral-Spatial Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 57(3): 1409-1422 (2019) - [j137]Shaohui Mei, Jingyu Ji, Yunhao Geng, Zhi Zhang, Xu Li, Qian Du:
Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 6808-6820 (2019) - [j136]Xue Wang, Kun Tan, Qian Du, Yu Chen, Peijun Du:
Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 7232-7245 (2019) - [j135]Wei Li, Yuxiang Zhang, Na Liu, Qian Du, Ran Tao:
Structure-Aware Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 7246-7261 (2019) - [j134]Jiaojiao Li, Yunsong Li, Rui Song, Shaohui Mei, Qian Du:
Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(10): 7756-7769 (2019) - [j133]Kaiyan Li, Weiying Xie, Qian Du, Yunsong Li:
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(10): 8011-8025 (2019) - [c138]Robiul Hossain Md. Rafi, Bo Tang, Qian Du, Nicolas H. Younan:
Attention-based Domain Adaptation for Hyperspectral Image Classification. IGARSS 2019: 67-70 - [c137]Ge Zhang, Shaohui Mei, Jin Tian, Yan Feng, Qian Du:
Local Sparse Representation Based Spatial Preprocessing For Endmember Extraction. IGARSS 2019: 278-281 - [c136]Xiaoyong Bian, Chunfang Chen, Chunhua Deng, Ruiyao Liu, Qian Du:
Hierarchical Deep Feature Representation for High-Resolution Scene Classification. IGARSS 2019: 517-520 - [c135]Zhongqi Tian, Zhi Zhang, Shaohui Mei, Ruoqiao Jiang, Shuai Wan, Qian Du:
Discriminative CNN Via Metric Learning for Hyperspectral Classification. IGARSS 2019: 580-583 - [c134]Jiahui Qu, Qian Du, Yunsong Li, Wenqian Dong:
Hyperspectral and Panchromatic Image Fusion Based on Weighted Tensor Matrix. IGARSS 2019: 632-635 - [c133]Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan:
Orthogonal Graph-regularized Non-negative Matrix Factorization for Hyperspectral Image Clustering. IGARSS 2019: 795-798 - [c132]Yan Xu, Jiangtao Peng, Qian Du, Nicolas H. Younan:
Multiple-Feature Ideal Regularized Kernel for Hyperspectral Image Classification. IGARSS 2019: 955-958 - [c131]Zhaoyue Wu, Hongjun Su, Qian Du:
Low-Rank and Collaborative Representation for Hyperspectral Anomaly Detection. IGARSS 2019: 1394-1397 - [c130]Xiao Liu, Shaohui Mei, Zhi Zhang, Yifan Zhang, Jingyu Ji, Qian Du:
Decs-Net: Convolutional Self-Encoding Network for Hyperspectral Image Denoising. IGARSS 2019: 1951-1954 - [c129]Chen Chen, Xudong Zhao, Wei Li, Ran Tao, Qian Du:
Collaborative Classification of Hyperspectral and Lidar Data With Information Fusion and Deep Nets. IGARSS 2019: 2475-2478 - [c128]Yan Xu, Qian Du, Nicolas H. Younan:
Fast Kernel Collaborative Representation for Hyperspectral Image Classification. IGARSS 2019: 2754-2757 - [c127]Jiaojiao Li, Ruxing Cui, Bo Li, Yunsong Li, Shaohui Mei, Qian Du:
Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution. IGARSS 2019: 3113-3116 - [c126]Yunhao Geng, Shaohui Mei, Jin Tian, Yifan Zhang, Qian Du:
Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation. IGARSS 2019: 3169-3172 - [c125]Sicong Liu, Yongjie Zheng, Michele Dalponte, Xiaohua Tong, Qian Du:
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection. IGARSS 2019: 9964-9967 - [c124]Chiru Ge, Qian Du, Yunsong Li, Jiaojiao Li:
Multitemporal Hyperspectral Image Classification using Collaborative Representation-based Classification with Tikhonov Regularization. MultiTemp 2019: 1-4 - [c123]Jiaojiao Li, Ruxing Cui, Yunsong Li, Bo Li, Qian Du, Chiru Ge:
Multitemporal Hyperspectral Image Super-Resolution through 3D Generative Adversarial Network. MultiTemp 2019: 1-4 - [c122]Shaohui Mei, Xiao Liu, Ge Zhang, Qian Du:
Sensor-specific Transfer Learning for Hyperspectral Image Processing. MultiTemp 2019: 1-4 - [c121]Yao Yu, Zhaoyue Wu, Hongjun Su, Qian Du:
Land Cover Changes of Bagua Island with Collaborative Representation using Multi-Temporal Satellite Images. MultiTemp 2019: 1-4 - [c120]Yuxiang Zhang, Wei Li, Qian Du, Xu Sun:
Discriminative Marginalized Least Squares Regression for Hyperspectral Image Classification. WHISPERS 2019: 1-4 - [i2]Qi Wang, Zhenghang Yuan, Qian Du, Xuelong Li:
GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection. CoRR abs/1905.01662 (2019) - [i1]Wen-Shuai Hu, Heng-Chao Li, Lei Pan, Wei Li, Ran Tao, Qian Du:
Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images. CoRR abs/1905.03577 (2019) - 2018
- [j132]Yang-Jun Deng, Heng-Chao Li, Qi Wang, Qian Du:
Nuclear norm-based matrix regression preserving embedding for face recognition. Neurocomputing 311: 279-290 (2018) - [j131]Lei Pan, Heng-Chao Li, Jun Ni, Chen Chen, Xiang-Dong Chen, Qian Du:
GPU-based fast hyperspectral image classification using joint sparse representation with spectral consistency constraint. J. Real Time Image Process. 15(3): 463-475 (2018) - [j130]Na Liu, Wei Li, Qian Du:
Unsupervised Feature Extraction for Hyperspectral Imagery Using Collaboration-Competition Graph. IEEE J. Sel. Top. Signal Process. 12(6): 1491-1503 (2018) - [j129]Bo Du, Yujia Sun, Shihan Cai, Chen Wu, Qian Du:
Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm. IEEE Geosci. Remote. Sens. Lett. 15(2): 168-172 (2018) - [j128]Yang-Jun Deng, Heng-Chao Li, Lei Pan, Li-Yang Shao, Qian Du, William J. Emery:
Modified Tensor Locality Preserving Projection for Dimensionality Reduction of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 15(2): 277-281 (2018) - [j127]Jiaojiao Li, Xi Zhao, Yunsong Li, Qian Du, Bobo Xi, Jing Hu:
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 15(2): 292-296 (2018) - [j126]Huan Xie, Ang Zhao, Shengyu Huang, Jie Han, Sicong Liu, Xiong Xu, Xin Luo, Haiyan Pan, Qian Du, Xiaohua Tong:
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density. IEEE Geosci. Remote. Sens. Lett. 15(4): 632-636 (2018) - [j125]Lei Pan, Heng-Chao Li, Yong-Jian Sun, Qian Du:
Hyperspectral Image Reconstruction by Latent Low-Rank Representation for Classification. IEEE Geosci. Remote. Sens. Lett. 15(9): 1422-1426 (2018) - [j124]Jiaojiao Li, Bobo Xi, Yunsong Li, Qian Du, Keyan Wang:
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks. Remote. Sens. 10(3): 396 (2018) - [j123]Weiwei Sun, Long Tian, Yan Xu, Bo Du, Qian Du:
A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery. Remote. Sens. 10(3): 417 (2018) - [j122]Peng Liu, Liping Di, Qian Du, Lizhe Wang:
Remote Sensing Big Data: Theory, Methods and Applications. Remote. Sens. 10(5): 711 (2018) - [j121]Depin Ou, Kun Tan, Qian Du, Yu Chen, Jianwei Ding:
Decision Fusion of D-InSAR and Pixel Offset Tracking for Coal Mining Deformation Monitoring. Remote. Sens. 10(7): 1055 (2018) - [j120]Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren:
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. Remote. Sens. 10(12): 2036 (2018) - [j119]Hongjun Su, Zhaoyue Wu, Qian Du, Peijun Du:
Hyperspectral Anomaly Detection Using Collaborative Representation With Outlier Removal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 5029-5038 (2018) - [j118]Xiaodong Xu, Wei Li, Qiong Ran, Qian Du, Lianru Gao, Bing Zhang:
Multisource Remote Sensing Data Classification Based on Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 56(2): 937-949 (2018) - [j117]Hongjun Su, Bo Zhao, Qian Du, Peijun Du, Zhaohui Xue:
Multifeature Dictionary Learning for Collaborative Representation Classification of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(4): 2467-2484 (2018) - [j116]Shaohui Mei, Junhui Hou, Jie Chen, Lap-Pui Chau, Qian Du:
Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification. IEEE Trans. Geosci. Remote. Sens. 56(5): 2872-2886 (2018) - [j115]Weiwei Sun, Qian Du:
Graph-Regularized Fast and Robust Principal Component Analysis for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 56(6): 3185-3195 (2018) - [j114]Jiaojiao Li, Qian Du, Yunsong Li, Wei Li:
Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection. IEEE Trans. Geosci. Remote. Sens. 56(7): 3838-3851 (2018) - [j113]Xin-Ru Feng, Heng-Chao Li, Jun Li, Qian Du, Antonio Plaza, William J. Emery:
Hyperspectral Unmixing Using Sparsity-Constrained Deep Nonnegative Matrix Factorization With Total Variation. IEEE Trans. Geosci. Remote. Sens. 56(10): 6245-6257 (2018) - [j112]Yang-Jun Deng, Heng-Chao Li, Kun Fu, Qian Du, William J. Emery:
Tensor Low-Rank Discriminant Embedding for Hyperspectral Image Dimensionality Reduction. IEEE Trans. Geosci. Remote. Sens. 56(12): 7183-7194 (2018) - [c119]Long Tian, Qian Du:
Parallel Multi-view Low-rank and Sparse Subspace Clustering for Unsupervised Hyperspectral Image Classification. APSIPA 2018: 618-621 - [c118]Xiang Li, Wei Li, Xiaodong Xu, Qian Du:
CascadeNet: Modified ResNet with Cascade Blocks. ICPR 2018: 483-488 - [c117]Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong:
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion. IGARSS 2018: 1910-1913 - [c116]Xiaofeng Chen, Jingyu Ji, Shaohui Mei, Yifan Zhang, Manli Han, Qian Du:
FPGA Based Implementation of Convolutional Neural Network for Hyperspectral Classification. IGARSS 2018: 2451-2454 - [c115]Zhongqi Tian, Jingyu Ji, Shaohui Mei, Junhui Hou, Shuai Wan, Qian Du:
Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN. IGARSS 2018: 2563-2566 - [c114]Shizhi Zhao, Wei Li, Qian Du, Qiong Ran:
Hyperspectral Classification Based on Siamese Neural Network Using Spectral-Spatial Feature. IGARSS 2018: 2567-2570 - [c113]Wei-Ye Wang, Heng-Chao Li, Lei Pan, Gang Yang, Qian Du:
Hyperspectral Image Classification Based on Capsule Network. IGARSS 2018: 3571-3574 - [c112]Xiaoyong Bian, Yuxia Sheng, Yan Xu, Qian Du:
A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification. IGARSS 2018: 4717-4720 - [c111]Shaohui Mei, Bakht Muhammad Khan, Yifan Zhang, Qian Du:
Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000. IGARSS 2018: 4756-4759 - [c110]Vineetha Menon, Qian Du, Sundar A. Christopher:
Improved Random Projection with $K$-Means Clustering for Hyperspectral Image Classification. IGARSS 2018: 4768-4771 - [c109]Yi Chen, Mengmeng Zhang, Wei Li, Qian Du:
Joint Feature Extraction for Multispectral and Panchromatic Images Based on Convolutional Neural Network. IGARSS 2018: 5005-5008 - [c108]Yan Xu, Qian Du, Wei Li, Nicolas H. Younan:
Gabor-Filtering-Based Probabilistic Collaborative Representation for Hyperspectral Image Classification. IGARSS 2018: 5081-5084 - [c107]Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan:
Spatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery. IGARSS 2018: 8488-8491 - [c106]Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li:
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network. WHISPERS 2018: 1-5 - [c105]Vineetha Menon, Qian Du:
Randomized non negative matrix factorization for hyperspectral image classification. WHISPERS 2018: 1-5 - [c104]Long Tian, Qian Du, Ivica Kopriva, Nicolas H. Younan:
Kernel Spatial-Spectral Based Multi-View Low-Rank Sparse Sbuspace Clustering for Hyperspectral Imagery. WHISPERS 2018: 1-4 - 2017
- [j111]Ke Wu, Qian Du, Xiangyun Hu, Xianmin Wang:
Sub-Pixel Mapping Based on MAP Model and Spatial Attraction Theory for Remotely Sensed Image. IEEE Access 5: 25126-25132 (2017) - [j110]Vineetha Menon, Qian Du, James E. Fowler:
Random Hadamard Projections for Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 14(3): 419-423 (2017) - [j109]Yan Xu, Qian Du, Nicolas H. Younan:
Particle Swarm Optimization-Based Band Selection for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 14(4): 554-558 (2017) - [j108]Wei Li, Guodong Wu, Qian Du:
Transferred Deep Learning for Anomaly Detection in Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14(5): 597-601 (2017) - [j107]Ke Wu, Qian Du:
Subpixel Change Detection of Multitemporal Remote Sensed Images Using Variability of Endmembers. IEEE Geosci. Remote. Sens. Lett. 14(6): 796-800 (2017) - [j106]Haoyang Yu, Lianru Gao, Wei Li, Qian Du, Bing Zhang:
Locality Sensitive Discriminant Analysis for Group Sparse Representation-Based Hyperspectral Imagery Classification. IEEE Geosci. Remote. Sens. Lett. 14(8): 1358-1362 (2017) - [j105]Lei Pan, Heng-Chao Li, Hua Meng, Wei Li, Qian Du, William J. Emery:
Hyperspectral Image Classification via Low-Rank and Sparse Representation With Spectral Consistency Constraint. IEEE Geosci. Remote. Sens. Lett. 14(11): 2117-2121 (2017) - [j104]Ke Wu, Qian Du, Yi Wang, Yetao Yang:
Supervised Sub-Pixel Mapping for Change Detection from Remotely Sensed Images with Different Resolutions. Remote. Sens. 9(3): 284 (2017) - [j103]Fubiao Feng, Wei Li, Qian Du, Bing Zhang:
Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity. Remote. Sens. 9(4): 323 (2017) - [j102]Lei Pan, Heng-Chao Li, Yang-Jun Deng, Fan Zhang, Xiang-dong Chen, Qian Du:
Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis. Remote. Sens. 9(5): 452 (2017) - [j101]Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan:
Nonlinear Classification of Multispectral Imagery Using Representation-Based Classifiers. Remote. Sens. 9(7): 662 (2017) - [j100]Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma:
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images. Remote. Sens. 9(10): 1008 (2017) - [j99]Shaohui Mei, Xin Yuan, Jingyu Ji, Yifan Zhang, Shuai Wan, Qian Du:
Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network. Remote. Sens. 9(11): 1139 (2017) - [j98]Hongjun Su, Yue Cai, Qian Du:
Firefly-Algorithm-Inspired Framework With Band Selection and Extreme Learning Machine for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(1): 309-320 (2017) - [j97]Xiaoyong Bian, Chen Chen, Long Tian, Qian Du:
Fusing Local and Global Features for High-Resolution Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2889-2901 (2017) - [j96]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du:
Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2910-2921 (2017) - [j95]Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo:
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 4124-4137 (2017) - [j94]Weiwei Sun, Long Tian, Yan Xu, Dianfa Zhang, Qian Du:
Fast and Robust Self-Representation Method for Hyperspectral Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(11): 5087-5098 (2017) - [j93]Wei Li, Guodong Wu, Fan Zhang, Qian Du:
Hyperspectral Image Classification Using Deep Pixel-Pair Features. IEEE Trans. Geosci. Remote. Sens. 55(2): 844-853 (2017) - [j92]Shaohui Mei, Jingyu Ji, Junhui Hou, Xu Li, Qian Du:
Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 55(8): 4520-4533 (2017) - [j91]Lei Pan, Heng-Chao Li, Wei Li, Xiang-Dong Chen, Guangning Wu, Qian Du:
Discriminant Analysis of Hyperspectral Imagery Using Fast Kernel Sparse and Low-Rank Graph. IEEE Trans. Geosci. Remote. Sens. 55(11): 6085-6098 (2017) - [j90]Jiangtao Peng, Qian Du:
Robust Joint Sparse Representation Based on Maximum Correntropy Criterion for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55(12): 7152-7164 (2017) - [c103]Shaohui Mei, Xin Yuan, Jingyu Ji, Shuai Wan, Junhui Hou, Qian Du:
Hyperspectral image super-resolution via convolutional neural network. ICIP 2017: 4297-4301 - [c102]Fubiao Feng, Wei Li, Qian Du, Qiong Ran:
Sparse graph embedding dimension reduction for hyperspectral image with a new spectral similarity metric. IGARSS 2017: 13-16 - [c101]Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo:
A spectral-spatial multiscale approach for unsupervised multiple change detection. IGARSS 2017: 169-172 - [c100]Shaohui Mei, Yanfu Chen, Jingyu Ji, Junhui Hou, Qian Du:
Fusing different levels of deep features by deep stacked neural network for hyperspectral images. IGARSS 2017: 759-762 - [c99]Jingyu Ji, Shaohui Mei, Junhui Hou, Xu Li, Qian Du:
Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder. IGARSS 2017: 1820-1823 - [c98]Xiaoyong Bian, Chen Chen, Yuxia Sheng, Yan Xu, Qian Du:
Fusing two convolutional neural networks for high-resolution scene classification. IGARSS 2017: 3242-3245 - [c97]Long Tian, Qian Du, Nicolas H. Younan, Ivica Kopriva:
Tensor-based offset-sparsity decomposition for hyperspectral image classification. IGARSS 2017: 3656-3659 - [c96]Yan Xu, Qian Du, Wei Li, Chen Chen, Nicolas H. Younan:
Nonlinear classification of multispectral imagery using representation-based classifiers. IGARSS 2017: 4738-4741 - [c95]Wei Li, Guodong Wu, Qian Du:
Transferred deep learning for hyperspectral target detection. IGARSS 2017: 5177-5180 - 2016
- [j89]Jinyi Zou, Wei Li, Chen Chen, Qian Du:
Scene classification using local and global features with collaborative representation fusion. Inf. Sci. 348: 209-226 (2016) - [j88]Hongjun Su, Bin Yong, Qian Du:
Hyperspectral Band Selection Using Improved Firefly Algorithm. IEEE Geosci. Remote. Sens. Lett. 13(1): 68-72 (2016) - [j87]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du:
Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 13(6): 796-800 (2016) - [j86]Hongjun Su, Bo Zhao, Qian Du, Yehua Sheng:
Tangent Distance-Based Collaborative Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(9): 1236-1240 (2016) - [j85]Vineetha Menon, Qian Du, James E. Fowler:
Fast SVD With Random Hadamard Projection for Hyperspectral Dimensionality Reduction. IEEE Geosci. Remote. Sens. Lett. 13(9): 1275-1279 (2016) - [j84]Qian Du, Eckart Michaelsen, Bing Zhang, Jocelyn Chanussot:
Special issue on advances in pattern recognition in remote sensing. Pattern Recognit. Lett. 83: 113-114 (2016) - [j83]Wei Li, Qian Du:
A survey on representation-based classification and detection in hyperspectral remote sensing imagery. Pattern Recognit. Lett. 83: 115-123 (2016) - [j82]Longhui Huang, Chen Chen, Wei Li, Qian Du:
Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors. Remote. Sens. 8(6): 483 (2016) - [j81]Ke Wu, Dong Zhao, Yanfei Zhong, Qian Du:
Multi-Probe Based Artificial DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. Remote. Sens. 8(8): 645 (2016) - [j80]Kun Tan, Jishuai Zhu, Qian Du, Lixin Wu, Peijun Du:
A Novel Tri-Training Technique for Semi-Supervised Classification of Hyperspectral Images Based on Diversity Measurement. Remote. Sens. 8(9): 749 (2016) - [j79]Xiaoyong Bian, Chen Chen, Yan Xu, Qian Du:
Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations. Remote. Sens. 8(12): 985 (2016) - [j78]Jiaojiao Li, Qian Du, Yunsong Li:
An efficient radial basis function neural network for hyperspectral remote sensing image classification. Soft Comput. 20(12): 4753-4759 (2016) - [j77]Qian Du:
Message from Incoming Editor-in-Chief. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(1): 4 (2016) - [j76]Wei Li, Qian Du, Fan Zhang, Wei Hu:
Hyperspectral Image Classification by Fusing Collaborative and Sparse Representations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4178-4187 (2016) - [j75]Alex Sumarsono, Qian Du:
Low-Rank Subspace Representation for Supervised and Unsupervised Classification of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4188-4195 (2016) - [j74]Wei Li, Jiabin Liu, Qian Du:
Sparse and Low-Rank Graph for Discriminant Analysis of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54(7): 4094-4105 (2016) - [j73]Wei Li, Qian Du:
Laplacian Regularized Collaborative Graph for Discriminant Analysis of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 54(12): 7066-7076 (2016) - [c94]Lucheng Wu, Xiaoming Xie, Wei Li, Qian Du:
Parallel collaborative representation for hyperspectral image classification on GPUs. IGARSS 2016: 2438-2441 - [c93]Zhengzheng Fang, Wei Li, Jinyi Zou, Qian Du:
Using CNN-based high-level features for remote sensing scene classification. IGARSS 2016: 2610-2613 - [c92]Jishuai Zhu, Kun Tan, Qian Du:
Tri_training for remote sensing classification based on multi-scale homogeneity. IGARSS 2016: 3055-3058 - [c91]Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du:
How to fully explore the low-rank property for data recovery of hyperspectral images. IGARSS 2016: 3314-3317 - [c90]Jiaojiao Li, Qian Du, Wei Li, Yunsong Li:
Representation-based hyperspectral image classification with imbalanced data. IGARSS 2016: 3318-3321 - [c89]Long Tian, Qian Du, Nicolas H. Younan, Ivica Kopriva:
Multispectral image enhancement with extended offset-sparsity decomposition. IGARSS 2016: 4383-4386 - [c88]Shaohui Mei, Jingyu Ji, Qianqian Bi, Junhui Hou, Qian Du, Wei Li:
Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification. IGARSS 2016: 5067-5070 - [c87]Xiaoyong Bian, Chen Chen, Qian Du, Yuxia Sheng:
Extended multi-structure local binary pattern for high-resolution image scene classification. IGARSS 2016: 5134-5137 - [c86]Vineetha Menon, Qian Du, James E. Fowler:
Hadamard-Walsh random projection for hyperspectral image classification. IGARSS 2016: 5141-5144 - [c85]Yan Xu, Qian Du, Nicolas H. Younan:
Particle swarm optimization-based band selection for hyperspectral target detection. IGARSS 2016: 5872-5875 - [c84]Weibo Ma, Kun Tan, Qian Du, Jianwei Ding, Qingwu Yan:
Estimating soil heavy metal concentration using hyperspectral data and weighted K-NN method. WHISPERS 2016: 1-4 - [c83]Vineetha Menon, Qian Du, James E. Fowler:
Random-projection-based nonnegative least squares for hyperspectral image unmixing. WHISPERS 2016: 1-5 - [c82]Cencen Pan, Kun Tan, Qian Du, Qinwu Yan, Jianwei Ding:
Hyperspectral image destriping using unmixing-based kriging interpolation. WHISPERS 2016: 1-5 - [c81]Ke Wu, Qian Du:
Sub-pixel mapping of remotely sensed imagery based on maximum a posteriori estimation and fuzzy ARTMAP neural network. WHISPERS 2016: 1-5 - [c80]Mengmeng Zhang, Wei Li, Qian Du:
Joint low rank and sparse representation-based hyperspectral image classification. WHISPERS 2016: 1-4 - 2015
- [j72]Wei Li, Qian Du, Mingming Xiong:
Kernel Collaborative Representation With Tikhonov Regularization for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 12(1): 48-52 (2015) - [j71]Wei Li, Qian Du, Fan Zhang, Wei Hu:
Collaborative-Representation-Based Nearest Neighbor Classifier for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 12(2): 389-393 (2015) - [j70]Mingming Xiong, Qiong Ran, Wei Li, Jinyi Zou, Qian Du:
Hyperspectral Image Classification Using Weighted Joint Collaborative Representation. IEEE Geosci. Remote. Sens. Lett. 12(6): 1209-1213 (2015) - [j69]Kun Tan, Songyang Zhou, Qian Du:
Semisupervised Discriminant Analysis for Hyperspectral Imagery With Block-Sparse Graph. IEEE Geosci. Remote. Sens. Lett. 12(8): 1765-1769 (2015) - [j68]Jinyi Zou, Wei Li, Qian Du:
Sparse Representation-Based Nearest Neighbor Classifiers for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 12(12): 2418-2422 (2015) - [j67]Wei Li, Qian Du, Bing Zhang:
Combined sparse and collaborative representation for hyperspectral target detection. Pattern Recognit. 48(12): 3904-3916 (2015) - [j66]Lianru Gao, Bin Yang, Qian Du, Bing Zhang:
Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery. Remote. Sens. 7(6): 6611-6634 (2015) - [j65]Bing Peng, Wei Li, Xiaoming Xie, Qian Du, Kui Liu:
Weighted-Fusion-Based Representation Classifiers for Hyperspectral Imagery. Remote. Sens. 7(11): 14806-14826 (2015) - [j64]Shaohui Mei, Qian Du, Mingyi He:
Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2665-2675 (2015) - [j63]Kun Tan, Junpeng Zhang, Qian Du, Xuesong Wang:
GPU Parallel Implementation of Support Vector Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4647-4656 (2015) - [j62]Wei Li, Qian Du:
Collaborative Representation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 53(3): 1463-1474 (2015) - [j61]Wei Li, Chen Chen, Hongjun Su, Qian Du:
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 53(7): 3681-3693 (2015) - [j60]Alex Sumarsono, Qian Du:
Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 53(11): 6286-6292 (2015) - [c79]Lu Wang, Xiaoming Xie, Wei Li, Qian Du, Guojun Li:
Sparse feature extraction for hyperspectral image classification. ChinaSIP 2015: 1067-1070 - [c78]Alex Sumarsono, Qian Du:
Hyperspectral image classification with low-rank subspace and sparse representation. IGARSS 2015: 2864-2867 - [c77]Wei Li, Qian Du:
Adaptive sparse representation for hyperspectral image classification. IGARSS 2015: 4955-4958 - [c76]Shaohui Mei, Qian Du, Mingyi He, Yihang Wang:
Spatial preprocessing for spectral endmember extraction by local linear embedding. IGARSS 2015: 5027-5030 - [c75]Wei Li, Lan Chang, Qian Du:
Representation-based classification for hyperspectral imagery: An elastic net regularization approach. WHISPERS 2015: 1-4 - [c74]Shaohui Mei, Qian Du, Mingyi He, Yihang Wang:
Endmember extraction by L2, 0 constrained sparse dictionary selection. WHISPERS 2015: 1-4 - [c73]Bing Peng, Xiaoming Xie, Wei Li, Qian Du:
Hyperspectral image classification using multiple features and nearest regularized subspace. WHISPERS 2015: 1-4 - [c72]Qiong Ran, Wei Li, Qian Du:
Spatial-spectral classification with local regional filter and Markov random field. WHISPERS 2015: 1-4 - [c71]Alex Sumarsono, Qian Du, Nicolas H. Younan:
Hyperspectral image segmentation with low-rank representation and spectral clustering. WHISPERS 2015: 1-4 - 2014
- [j59]Kun Tan, Erzhu Li, Qian Du, Peijun Du:
Hyperspectral Image Classification Using Band Selection and Morphological Profiles. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(1): 40-48 (2014) - [j58]Wei Li, Qian Du:
Gabor-Filtering-Based Nearest Regularized Subspace for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1012-1022 (2014) - [j57]Wei Li, Qian Du:
Joint Within-Class Collaborative Representation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2200-2208 (2014) - [j56]Qian Du, Nam Hoai Ly, James E. Fowler:
An Operational Approach to PCA+JPEG2000 Compression of Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2237-2245 (2014) - [j55]Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips, Saurabh Prasad, Qian Du, Fabio Pacifici:
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2405-2418 (2014) - [j54]Hongjun Su, Qian Du, Peijun Du:
Hyperspectral Image Visualization Using Band Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2647-2658 (2014) - [j53]Hongjun Su, Qian Du, Genshe Chen, Peijun Du:
Optimized Hyperspectral Band Selection Using Particle Swarm Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2659-2670 (2014) - [j52]Nam Hoai Ly, Qian Du, James E. Fowler:
Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2688-2696 (2014) - [j51]Qian Du, Eckart Michaelsen, Peijun Du, Lorenzo Bruzzone, Xiaohua Tong, Uwe Stilla:
Foreword to the Special Issue on Pattern Recognition in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4615-4619 (2014) - [j50]Nam Hoai Ly, Qian Du, James E. Fowler:
Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52(7): 3872-3884 (2014) - [j49]Bing Zhang, Lina Zhuang, Lianru Gao, Wenfei Luo, Qiong Ran, Qian Du:
PSO-EM: A Hyperspectral Unmixing Algorithm Based On Normal Compositional Model. IEEE Trans. Geosci. Remote. Sens. 52(12): 7782-7792 (2014) - [c70]Zhen Ye, Mingyi He, James E. Fowler, Qian Du:
Hyperspectral image classification based on spectra derivative features and locality preserving analysis. ChinaSIP 2014: 138-142 - [c69]Nareenart Raksuntorn, Qian Du, Nicolas H. Younan, Wei Li:
Orthogonal matching pursuit for nonlinear unmixing of hyperspectral imagery. ChinaSIP 2014: 157-161 - [c68]Wei Li, Saurabh Prasad, Eric W. Tramel, James E. Fowler, Qian Du:
Decision fusion for hyperspectral image classification based on minimum-distance classifiers in thewavelet domain. ChinaSIP 2014: 162-165 - [c67]Wei Li, Qian Du:
Joint sparse and collaborative representation for target detection in hyperspectral imagery. WHISPERS 2014: 1-4 - [c66]Wei Li, Qian Du, Fan Zhang, Wei Hu:
Collaborative representation based k-nearest neighbor classifier for hyperspectral imagery. WHISPERS 2014: 1-4 - [c65]Nam Hoai Ly, Qian Du, James E. Fowler, Nicolas H. Younan:
Dimensionality reduction of hyperspectral imagery with sparse and collaborative graphs. WHISPERS 2014: 1-4 - [c64]Alex Sumarsono, Qian Du:
Estimation of number of signal subspaces in hyperspectral imagery using low-rank subspace representation. WHISPERS 2014: 1-4 - 2013
- [j48]Lianru Gao, Bing Zhang, Xu Sun, Shanshan Li, Qian Du, Changshan Wu:
Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data. EURASIP J. Adv. Signal Process. 2013: 65 (2013) - [j47]Chenghai Yang, James H. Everitt, Qian Du, Bin Luo, Jocelyn Chanussot:
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture. Proc. IEEE 101(3): 582-592 (2013) - [j46]Nam Hoai Ly, Qian Du, James E. Fowler:
Reconstruction From Random Projections of Hyperspectral Imagery With Spectral and Spatial Partitioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 466-472 (2013) - [j45]Lianru Gao, Qian Du, Bing Zhang, Wei Yang, Yuanfeng Wu:
A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(2-2): 488-498 (2013) - [j44]Christian Berger, Michael Voltersen, Robert Eckardt, Jonas Eberle, Thomas Heyer, Nesrin Salepci, Sören Hese, Christiane Schmullius, Junyi Tao, Stefan Auer, Richard Bamler, Ken Ewald, Michael G. Gartley, John Jacobson, Alan Buswell, Qian Du, Fabio Pacifici:
Multi-Modal and Multi-Temporal Data Fusion: Outcome of the 2012 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(3): 1324-1340 (2013) - [j43]Anish C. Turlapaty, Qian Du, Nicolas H. Younan:
A Partially Supervised Approach for Detection and Classification of Buried Radioactive Metal Targets Using Electromagnetic Induction Data. IEEE Trans. Geosci. Remote. Sens. 51(1): 108-121 (2013) - [c63]Hongjun Su, Peijun Du, Qian Du:
A novel endmember extraction method using modified maximum spectral screening. IGARSS 2013: 1015-1018 - [c62]Zhiling Long, Qian Du, Nicolas H. Younan:
Multiscale spectral-spatial classification for hyperspectral imagery. IGARSS 2013: 1051-1054 - [c61]Wei Li, Qian Du:
Unsupervised nearest regularized subspace for anomaly detection in hyperspectral imagery. IGARSS 2013: 1055-1058 - [c60]Ben Ma, Qian Du:
Hyperspectral target detection with sparseness constraint. IGARSS 2013: 1059-1062 - [c59]Qian Du, Deok Han, Nicolas H. Younan:
Combine labeled and unlabeled information for hyperspectral image classification. IGARSS 2013: 2581-2584 - [c58]Qian Du, Ben Ma, Nareenart Raksuntorn:
Improving the performance of sparse unmixing. WHISPERS 2013: 1-4 - [c57]Jianwei Gao, Qian Du, Lianru Gao, Xu Sun, Yuanfeng Wu, Bing Zhang:
Ant colony optimization for supervised and unsupervised hyperspectral band selection. WHISPERS 2013: 1-4 - [c56]Zhiling Long, Qian Du, Nicolas H. Younan:
Multiscale spectral-spatial hyperspectral classification using Multilinear PCA and contourlet transform. WHISPERS 2013: 1-4 - [c55]Hongjun Su, Qian Du, Peijun Du:
An optimized band selection scheme for hyperspectral imagery analysis. WHISPERS 2013: 1-4 - 2012
- [j42]Qian Du:
A New Sequential Algorithm for Hyperspectral Endmember Extraction. IEEE Geosci. Remote. Sens. Lett. 9(4): 695-699 (2012) - [j41]Anish C. Turlapaty, Balakrishna Gokaraju, Qian Du, Nicolas H. Younan, James V. Aanstoos:
A Hybrid Approach for Building Extraction From Spaceborne Multi-Angular Optical Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 89-100 (2012) - [j40]Nathan Longbotham, Fabio Pacifici, Taylor C. Glenn, Alina Zare, Michele Volpi, Devis Tuia, Emmanuel Christophe, Julien Michel, Jordi Inglada, Jocelyn Chanussot, Qian Du:
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 331-342 (2012) - [j39]José M. Bioucas-Dias, Antonio Plaza, Nicolas Dobigeon, Mario Parente, Qian Du, Paul D. Gader, Jocelyn Chanussot:
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 354-379 (2012) - [j38]He Yang, Qian Du, Genshe Chen:
Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(2): 544-554 (2012) - [j37]James E. Fowler, Qian Du:
Anomaly Detection and Reconstruction From Random Projections. IEEE Trans. Image Process. 21(1): 184-195 (2012) - [c54]Qian Du, Nam Hoai Ly, James E. Fowler:
An operational approach for hyperspectral image compression. IGARSS 2012: 1357-1360 - [c53]Qian Du, José M. Bioucas-Dias, Antonio Plaza:
Hyperspectral band selection using a collaborative sparse model. IGARSS 2012: 3054-3057 - [c52]Qian Du:
A new method for change analysis of multi-temporal hyperspectral images. WHISPERS 2012: 1-4 - [c51]Lianru Gao, Qian Du, Wei Yang, Bing Zhang:
A comparative study on noise estimation for hyperspectral imagery. WHISPERS 2012: 1-4 - [c50]Wei Li, Saurabh Prasad, James E. Fowler, Qian Du:
Noise-adjusted subspace linear discriminant analysis for hyperspectral-image classification. WHISPERS 2012: 1-4 - [c49]Zhiling Long, Qian Du, Nicolas H. Younan:
Hyperspectral classification using selected contourlet subbands. WHISPERS 2012: 1-4 - [c48]Ben Ma, Qian Du:
Improvement of background characterization for hyperspectral target detection. WHISPERS 2012: 1-4 - [c47]Hongjun Su, Qian Du, Peijun Du:
Hyperspectral imagery visualization using band selection. WHISPERS 2012: 1-4 - [c46]Kun Tan, Erzhu Li, Qian Du, Peijun Du:
Hyperspectral image classification using band selection and morphological profile. WHISPERS 2012: 1-4 - 2011
- [j36]He Yang, Qian Du, Hongjun Su, Yehua Sheng:
An Efficient Method for Supervised Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 8(1): 138-142 (2011) - [j35]Wei Zhu, Qian Du, James E. Fowler:
Multitemporal Hyperspectral Image Compression. IEEE Geosci. Remote. Sens. Lett. 8(3): 416-420 (2011) - [j34]Hongjun Su, He Yang, Qian Du, Yehua Sheng:
Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 8(6): 1135-1139 (2011) - [j33]Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King:
Foreword to the Special Issue on High Performance Computing in Earth Observation and Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 503-507 (2011) - [j32]Antonio Plaza, Qian Du, Yang-Lang Chang, Roger L. King:
High Performance Computing for Hyperspectral Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 528-544 (2011) - [j31]He Yang, Qian Du, Genshe Chen:
Unsupervised Hyperspectral Band Selection Using Graphics Processing Units. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 660-668 (2011) - [j30]Antonio Plaza, Qian Du, José M. Bioucas-Dias, Xiuping Jia, Fred A. Kruse:
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Trans. Geosci. Remote. Sens. 49(11): 4104-4111 (2011) - [c45]He Yang, Qian Du:
Fast Band Selection for Hyperspectral Imagery. ICPADS 2011: 1048-1051 - [c44]Anish C. Turlapaty, Qian Du, Nicolas H. Younan:
Detection and classification of buried radioactive-metal objects using wideband EMI data. IGARSS 2011: 1115-1118 - [c43]Fabio Pacifici, Jocelyn Chanussot, Qian Du:
2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions. IGARSS 2011: 1163-1166 - [c42]Qian Du, James E. Fowler, Ben Ma:
Random-projection-based dimensionality reduction and decision fusion for hyperspectral target detection. IGARSS 2011: 1790-1793 - [c41]He Yang, Qian Du:
Particle swarm optimization-based dimensionality reduction for hyperspectral image classification. IGARSS 2011: 2357-2360 - [c40]Chenghai Yang, John A. Goolsby, James H. Everitt, Qian Du:
Applying spectral unmixing and support vector machine to airborne hyperspectral imagery for detecting giant reed. IGARSS 2011: 3664-3667 - [c39]Ivica Kopriva, Qian Du:
Tensor factorization and continous wavelet transform for model-free single-frame blind image deconvolution. ISPA 2011: 529-533 - [c38]Qian Du, He Yang, Nicolas H. Younan:
Improved sequential endmember extraction algorithms. WHISPERS 2011: 1-4 - 2010
- [j29]Kui Liu, Qian Du, He Yang, Ben Ma:
Optical Flow and Principal Component Analysis-Based Motion Detection in Outdoor Videos. EURASIP J. Adv. Signal Process. 2010 (2010) - [j28]Nareenart Raksuntorn, Qian Du:
Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment. IEEE Geosci. Remote. Sens. Lett. 7(4): 836-840 (2010) - [j27]He Yang, Qian Du, Ben Ma:
Decision Fusion on Supervised and Unsupervised Classifiers for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 7(4): 875-879 (2010) - [j26]Shangshu Cai, Qian Du, Robert J. Moorhead:
Feature-Driven Multilayer Visualization for Remotely Sensed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 48(9): 3471-3481 (2010) - [c37]Kui Liu, He Yang, Ben Ma, Qian Du:
A joint optical flow and principal component analysis approach for motion detection. ICASSP 2010: 1178-1181 - [c36]Qian Du, James E. Fowler:
On the performance of random-projection-based dimensionality reduction for endmember extraction. IGARSS 2010: 1277-1280 - [c35]He Yang, Qian Du, Ben Ma:
Weighted decision fusion for supervised and unsupervised hyperspectral image classification. IGARSS 2010: 3656-3659 - [c34]Qian Du:
Virtual dimensionality estimation for hyperspectral imagery with a fractal-based method. WHISPERS 2010: 1-4 - [c33]Chenghai Yang, Qian Du, James H. Everitt, John A. Goolsby, Nicolas H. Younan:
Spectral unmixing of airborne hyperspectral imagery for mapping giant reed infestations. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [j25]Qian Du, Ivica Kopriva:
Dependent component analysis for blind restoration of images degraded by turbulent atmosphere. Neurocomputing 72(10-12): 2682-2692 (2009) - [j24]Qian Du, Reza Nekovei:
Fast real-time onboard processing of hyperspectral imagery for detection and classification. J. Real Time Image Process. 4(3): 273-286 (2009) - [j23]Qian Du, Wei Zhu, He Yang, James E. Fowler:
Segmented Principal Component Analysis for Parallel Compression of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 6(4): 713-717 (2009) - [j22]Jian Li, Qian Du, Caixin Sun:
An improved box-counting method for image fractal dimension estimation. Pattern Recognit. 42(11): 2460-2469 (2009) - [j21]Qian Du, James E. Fowler, Wei Zhu:
On the Impact of Atmospheric Correction on Lossy Compression of Multispectral and Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 47(1-1): 130-132 (2009) - [c32]Antonio Plaza, Qian Du, Yang-Lang Chang:
High Performance Computing for Hyperspectral Image Analysis: Perspective and State-of-the-art. IGARSS (5) 2009: 72-75 - [c31]James E. Fowler, Qian Du, Wei Zhu, Nicolas H. Younan:
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery. IGARSS (5) 2009: 76-79 - [c30]He Yang, Qian Du:
Unsupervised Hyperspectral Band Selection using Parallel Processing. IGARSS (5) 2009: 80-83 - [c29]Nareenart Raksuntorn, Qian Du:
Nonlinear Mixture Analysis for Hyperspectral Imagery. IGARSS (3) 2009: 829-832 - [c28]He Yang, Ben Ma, Qian Du:
Decision Fusion for Supervised and Unsupervised Hyperspectral Image Classification. IGARSS (4) 2009: 948-951 - [c27]Qian Du, Liangpei Zhang, Nareenart Raksuntorn:
Improving the quality of extracted endmembers. WHISPERS 2009: 1-4 - 2008
- [j20]Qian Du, James E. Fowler:
Low-Complexity Principal Component Analysis for Hyperspectral Image Compression. Int. J. High Perform. Comput. Appl. 22(4): 438-448 (2008) - [j19]Qian Du, Ivica Kopriva:
Automated Target Detection and Discrimination Using Constrained Kurtosis Maximization. IEEE Geosci. Remote. Sens. Lett. 5(1): 38-42 (2008) - [j18]Qian Du, He Yang:
Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis. IEEE Geosci. Remote. Sens. Lett. 5(4): 564-568 (2008) - [j17]Qian Du, Wei Zhu, James E. Fowler:
Anomaly-Based JPEG2000 Compression of Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 5(4): 696-700 (2008) - [j16]Qian Du, Nareenart Raksuntorn, Shangshu Cai, Robert J. Moorhead II:
Color Display for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 46(6): 1858-1866 (2008) - [c26]Nareenart Raksuntorn, Qian Du:
A New Linear Mixture Model for Hyperspectral Image Analysis. IGARSS (3) 2008: 258-261 - [c25]Qian Du, Wei Zhu, James E. Fowler:
Anomaly-Based Hyperspectral Image Compression. IGARSS (2) 2008: 974-977 - [c24]Jing Zhang, James E. Fowler, Qian Du, Guizhong Liu:
Improvements to 3D-Tarp Coding for the Compression of Hyperspectral Imagery. IGARSS (2) 2008: 982-985 - [c23]He Yang, Qian Du, Wei Zhu, Ioana Banicescu, James E. Fowler:
Parallel Data Compression for Hyperspectral Imagery. IGARSS (2) 2008: 986-989 - [c22]Qian Du, Nicolas H. Younan:
Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification. KES (3) 2008: 392-399 - 2007
- [j15]Qian Du, James E. Fowler:
Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 4(2): 201-205 (2007) - [j14]Qian Du:
Modified Fisher's Linear Discriminant Analysis for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 4(4): 503-507 (2007) - [j13]Qian Du, Nicolas H. Younan, Roger L. King, Vijay P. Shah:
On the Performance Evaluation of Pan-Sharpening Techniques. IEEE Geosci. Remote. Sens. Lett. 4(4): 518-522 (2007) - [j12]Qian Du:
Unsupervised real-time constrained linear discriminant analysis to hyperspectral image classification. Pattern Recognit. 40(5): 1510-1519 (2007) - [j11]Shangshu Cai, Qian Du, Robert J. Moorhead:
Hyperspectral Imagery Visualization Using Double Layers. IEEE Trans. Geosci. Remote. Sens. 45(10): 3028-3036 (2007) - [c21]Qian Du, He Yang:
Unsupervised band selection for hyperspectral image analysis. IGARSS 2007: 282-285 - [c20]Joseph B. Boettcher, Qian Du, James E. Fowler:
Hyperspectral image compression with the 3D dual-tree wavelet transform. IGARSS 2007: 1033-1036 - [c19]Qian Du, Wei Zhu, James E. Fowler:
Implementation of Low-Complexity Principal Component Analysis for Remotely Sensed Hyperspectral-Image Compression. SiPS 2007: 307-312 - 2006
- [c18]Qian Du, Nareenart Raksuntorn, Adnan Orduyilmaz:
Restoration of Degraded Video Through Turbulent Atmosphere. ICIP 2006: 2009-2012 - [c17]Jian Li, Caixin Sun, Qian Du:
A New Box-Counting Method for Estimation of Image Fractal Dimension. ICIP 2006: 3029-3032 - [c16]Shangshu Cai, Qian Du, Robert J. Moorhead:
Remote Sensing Image Visualization Using Double Layers. IGARSS 2006: 249-252 - [c15]Qian Du, Nareenart Raksuntorn, Shangshu Cai, Nicolas H. Younan:
Color Representation and Classification for Hyperspectral Imagery. IGARSS 2006: 537-540 - [p1]Bharath Ramakrishna, Antonio Plaza, Chein-I Chang, Hsuan Ren, Qian Du, Chein-Chi Chang:
Spectral/Spatial Hyperspectral Image Compression. Hyperspectral Data Compression 2006: 309-346 - 2005
- [j10]Qian Du, Reza Nekovei:
Implementation of real-time constrained linear discriminant analysis to remote sensing image classification. Pattern Recognit. 38(4): 459-471 (2005) - [c14]Qian Du, Chenghai Yang, James H. Everitt:
Airborne hyperspectral image analysis for grain sorghum yield variability mapping. IGARSS 2005: 2991-2993 - [c13]Qian Du, Oguz Gungor, Jie Shan:
Performance evaluation for pan-sharpening techniques. IGARSS 2005: 4264-4266 - [c12]Qian Du, Ivica Kopriva, Harold Szu:
Investigation on constrained matrix factorization for hyperspectral image analysis. IGARSS 2005: 4304-4306 - [c11]Shangshu Cai, Qian Du, Robert J. Moorhead, Mahnas Jean Mohammadi-Aragh, Derek Irby:
Noise-Adjusted Principle Component Analysis For Hyperspectral Remotely Sensed Imagery Visualization. IEEE Visualization 2005: 105 - 2004
- [j9]Qian Du, Ivica Kopriva, Harold Szu:
Independent Component Analysis for Classifying Multispectral Images with Dimensionality Limitation. Int. J. Inf. Acquis. 1(3): 201-216 (2004) - [j8]Chein-I Chang, Qian Du:
Estimation of number of spectrally distinct signal sources in hyperspectral imagery. IEEE Trans. Geosci. Remote. Sens. 42(3): 608-619 (2004) - [j7]Qian Du, Chein-I Chang:
Linear mixture analysis-based compression for hyperspectral image analysis. IEEE Trans. Geosci. Remote. Sens. 42(4): 875-891 (2004) - [j6]Qian Du, Chein-I Chang:
A signal-decomposed and interference-annihilated approach to hyperspectral target detection. IEEE Trans. Geosci. Remote. Sens. 42(4): 892-906 (2004) - [c10]Qian Du:
Realtime online data compression for hyperspectral imagery. IGARSS 2004: 2503-2505 - [c9]Qian Du:
Optimal linear unmixing for hyperspectral image analysis. IGARSS 2004: 3219-3221 - [c8]Qian Du, J. Victor French, Mani Skaria, Chenghai Yang, James H. Everitt:
Citrus pest stress monitoring using airborne hyperspectral imagery. IGARSS 2004: 3981-3984 - [c7]Ammarin Daranpob, Ni-Bin Chang, Mark Beaman, Qian Du, Chris Wyatt:
Optimal siting of hydrological monitoring stations with respect to remote sensing-based geo-environmental patterns. IGARSS 2004: 4873-4876 - 2003
- [j5]Qian Du, Hsuan Ren:
Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery. Pattern Recognit. 36(1): 1-12 (2003) - [j4]Qian Du, Hsuan Ren, Chein-I Chang:
A comparative study for orthogonal subspace projection and constrained energy minimization. IEEE Trans. Geosci. Remote. Sens. 41(6): 1525-1529 (2003) - [c6]Qian Du, Sumit Chakrarvarty:
Unsupervised hyperspectral image classification using blind source separation. ICASSP (3) 2003: 437-440 - [c5]Sumit Chakravarty, Qian Du, Hsuan Ren:
Adaptive Gaussian mixture estimation and its application to unsupervised classification of remotely sensed images. IGARSS 2003: 1796-1798 - 2002
- [c4]Qian Du, Hsuan Ren, Chein-I Chang:
A study between orthogonal subspace projection and generalized likelihood ratio test in hyperspectral image analysis. IGARSS 2002: 2575-2577 - [c3]Qian Du, Reza Nekovei:
Real-time VLSI architecture for hyperspectral image classification using the constrained linear discriminant algorithm. IGARSS 2002: 3384-3386 - [c2]Hsuan Ren, Qian Du, James O. Jensen:
Constrained weighted least squares approaches for target detection and classification in hyperspectral imagery. IGARSS 2002: 3426-3428 - 2001
- [j3]Qian Du, Chein-I Chang:
A linear constrained distance-based discriminant analysis for hyperspectral image classification. Pattern Recognit. 34(2): 361-373 (2001)
1990 – 1999
- 1999
- [j2]Chein-I Chang, Qian Du:
Interference and noise-adjusted principal components analysis. IEEE Trans. Geosci. Remote. Sens. 37(5): 2387-2396 (1999) - [j1]Chein-I Chang, Qian Du, Tzu-Lung Sun, Mark L. G. Althouse:
A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification. IEEE Trans. Geosci. Remote. Sens. 37(6): 2631-2641 (1999) - [c1]Qian Du, Chein-I Chang:
An interference rejection-based radial basis function neural network for hyperspectral image classification. IJCNN 1999: 2698-2703
Coauthor Index
Yangjun Deng
aka: Yang-Jun Deng
aka: Yang-Jun Deng
[j392] [j386] [j375] [j357] [j344] [j322] [c159] [i27] [i24] [j309] [j308] [j306] [j304] [j300] [j292] [j289] [j275] [j271] [j258] [j250] [j242] [j238] [i20] [i18] [i17] [i16] [i15] [j233] [j232] [j216] [i11] [j187] [j176] [j174] [j171] [j164] [c142] [j162] [j145] [i1] [j132] [j131] [j128] [j125] [j113] [j112] [c113] [j105] [j102] [j91]
[j410] [j401] [j385] [j384] [j377] [j367] [j364] [j363] [i31] [i29] [i28] [j359] [j347] [j336] [j335] [j318] [j316] [j315] [j313] [j281] [j280] [j279] [j276] [j269] [j265] [j250] [j245] [j242] [j238] [j237] [i19] [i18] [i14] [j234] [j231] [j228] [j221] [j212] [j200] [c145] [i9] [i7] [j193] [j189] [j187] [j186] [j178] [j174] [j171] [j164] [i5] [j162] [j159] [j149] [j145] [j143] [j135] [c129] [c120] [i1] [j130] [j118] [j114] [c118] [c114] [c109] [c108] [j108] [j106] [j105] [j103] [j101] [j93] [j91] [c102] [c96] [c95] [j89] [j83] [j82] [j76] [j74] [j73] [c94] [c93] [c90] [c88] [c80] [j72] [j71] [j70] [j68] [j67] [j65] [j62] [j61] [c79] [c77] [c75] [c73] [c72] [j58] [j57] [c69] [c68] [c67] [c66] [c61] [c50]
[j409] [j407] [j403] [j402] [j400] [j393] [j388] [j387] [j385] [j379] [j370] [j369] [j368] [j366] [j365] [j362] [j361] [c162] [j356] [j355] [j346] [j345] [j343] [j341] [j340] [j338] [j337] [j336] [j321] [j319] [j314] [j296] [j283] [j282] [j273] [j272] [j270] [j267] [j266] [j261] [j255] [j254] [j253] [j249] [j248] [j244] [j240] [j236] [j235] [c154] [i13] [j225] [j213] [j211] [j206] [j205] [j202] [j201] [c149] [c144] [i6] [j198] [j184] [j181] [j177] [j175] [j170] [j168] [j167] [j166] [j163] [c140] [j158] [j156] [j152] [j149] [j134] [j133] [c134] [c127] [c124] [c123] [j127] [j124] [j120] [j114] [c106] [j78] [c90]
[j404] [j376] [j328] [j312] [j301] [j298] [j257] [j246] [j241] [c157] [c153] [c152] [j222] [j220] [j214] [j199] [c146] [c143] [i8] [j194] [j185] [j183] [j169] [j150] [j137] [j134] [c137] [c135] [c130] [c127] [c126] [c122] [j116] [c116] [c115] [c111] [j99] [j96] [j92] [c103] [c100] [c99] [j87] [c91] [c88] [j64] [c76] [c74]
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