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Qian 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
— 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
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2020 – today
- 2023
- [j337]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) - [j336]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) - [j335]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) - [j334]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) - [j333]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) - [j332]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) - [j331]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) - [j330]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) - [j329]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) - [j328]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) - [j327]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) - [j326]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) - [j325]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) - [j324]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) - [j323]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) - [j322]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) - [j321]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) - [j320]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) - [j319]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) - [j318]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) - [j317]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) - [j316]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) - [j315]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) - [j314]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) - [j313]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) - [i25]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) - [i24]Haodong Pan, Feng Gao, Junyu Dong, Qian Du:
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising. CoRR abs/2304.09373 (2023) - [i23]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) - 2022
- [j312]Shaohui Mei, Yunhao Geng, Junhui Hou
, Qian Du:
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]