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2020 – today
- 2025
- [j98]Yan Feng
, Yupeng Zhang
, Xiangqing Zhang
, Yuning Wang
, Shaohui Mei
:
Large Convolution Kernel Network With Edge Self-Attention for Oriented SAR Ship Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 2867-2879 (2025) - [j97]Xiangqing Zhang
, Yan Feng
, Nan Wang
, Guohua Lu
, Shaohui Mei
:
Transformer-Based Person Detection in Paired RGB-T Aerial Images With VTSaR Dataset. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 5082-5099 (2025) - [j96]Jingyu Wang, Mingrui Ma, Pengfei Huang, Shaohui Mei, Liang Zhang, Hongmei Wang:
Remote Sensing Small Object Detection Based on Multicontextual Information Aggregation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 8248-8260 (2025) - [j95]Ye Wang, Shaohui Mei, Mingyang Ma, Yuheng Liu, Tao Gao, Huiyang Han:
Hyperspectral Object Tracking With Context-Aware Learning and Category Consistency. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j94]Lefan Wang, Shaohui Mei
, Yi Wang
, Jiawei Lian
, Zonghao Han, Yan Feng
:
CAMCFormer: Cross-Attention and Multicorrelation Aided Transformer for Few-Shot Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j93]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) - [j92]Nan Wang
, Shaohui Mei
, Yi Wang
, Yifan Zhang
, Duo Zhan
:
WHANet:Wavelet-Based Hybrid Asymmetric Network for Spectral Super-Resolution From RGB Inputs. IEEE Trans. Multim. 27: 414-428 (2025) - 2024
- [j91]Zhe Guo
, Rui Luo, Qinglin Cai
, Jiayi Liu
, Zhibo Zhang
, Shaohui Mei
:
Scene-Embedded Generative Adversarial Networks for Semi-Supervised SAR-to-Optical Image Translation. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j90]Yuheng Liu
, Ye Wang
, Yifan Zhang
, Shaohui Mei
, Jiaqi Zou
, Zhuohong Li
, Fangxiao Lu, Wei He
, Hongyan Zhang
, Huilin Zhao
, Chuan Chen, Cong Xia, Hao Li
, Gemine Vivone
, Ronny Hänsch
, Gülsen Taskin Kaya, Jing Yao
, A. Kai Qin
, Bing Zhang
, Jocelyn Chanussot
, Danfeng Hong
:
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8851-8862 (2024) - [j89]Rui Zhu
, Shiping Ma
, Jiawei Lian
, Linyuan He
, Shaohui Mei
:
Generating Adversarial Examples Against Remote Sensing Scene Classification via Feature Approximation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 10174-10187 (2024) - [j88]Zhe Guo
, Zhibo Zhang
, Qinglin Cai
, Jiayi Liu
, Yangyu Fan
, Shaohui Mei
:
MS-GAN: Learn to Memorize Scene for Unpaired SAR-to-Optical Image Translation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11467-11484 (2024) - [j87]Zhe Guo
, Jiayi Liu
, Qinglin Cai
, Zhibo Zhang
, Shaohui Mei
:
Learning SAR-to-Optical Image Translation via Diffusion Models With Color Memory. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 14454-14470 (2024) - [j86]Shaojie Li, Shuang-xi Zhang
, Yuchen Lin, Hongtao Zhan, Shuai Wan
, Shaohui Mei
:
Channel Error Estimation Algorithm for Multichannel in Azimuth HRWS SAR System Based on a 3-D Deep Learning Scheme. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 15243-15254 (2024) - [j85]Zonghao Han, Shun Zhang
, Yuru Su
, Xiaoning Chen, Shaohui Mei
:
DR-AVIT: Toward Diverse and Realistic Aerial Visible-to-Infrared Image Translation. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j84]Lijun He
, Zhihan Ren
, Wanyue Zhang, Fan Li
, Shaohui Mei
:
Unsupervised Pansharpening Based on Double-Cycle Consistency. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j83]Yingjie Lu
, Shaohui Mei
, Fulin Xu
, Mingyang Ma
, Xiaofei Wang
:
Separable Deep Graph Convolutional Network Integrated With CNN and Prototype Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j82]Mingyang Ma
, Fan Li
, Yuan Hu
, Zhiyong Wang
, Shaohui Mei
:
Joint Spatial and Spectral Graph-Based Consistent Self-Representation for Unsupervised Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j81]Shaohui Mei
, Zonghao Han, Mingyang Ma
, Fulin Xu
, Xingang Li:
A Novel Center-Boundary Metric Loss to Learn Discriminative Features for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j80]Xiaofei Wang
, Shaohui Mei
, Jiawei Lian
, Yingjie Lu
:
Fooling Aerial Detectors by Background Attack via Dual-Adversarial-Induced Error Identification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j79]Lefan Wang, Shaohui Mei
, Yi Wang
, Jiawei Lian
, Zonghao Han, Xiaoning Chen:
Few-Shot Object Detection With Multilevel Information Interaction for Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j78]Nan Wang
, Shaohui Mei
, Yifan Zhang
, Mingyang Ma
, Xiangqing Zhang
:
Hyperspectral Image Reconstruction From RGB Input Through Highlighting Intrinsic Properties. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j77]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) - [j76]Xiangqing Zhang
, Yan Feng
, Shun Zhang
, Nan Wang
, Guohua Lu
, Shaohui Mei
:
Robust Aerial Person Detection With Lightweight Distillation Network for Edge Deployment. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j75]Shun Zhang
, Jihui Long, Yaohui Xu, Shaohui Mei
:
PMHO: Point-Supervised Oriented Object Detection Based on Segmentation-Driven Proposal Generation. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j74]Ziye Zhang
, Shaohui Mei
, Mingyang Ma
, Zonghao Han:
Adaptive Composite Feature Generation for Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c73]Yuan Hu, Yifan Zhang, Mingyang Ma, Shaohui Mei:
A Coarse-to-Fine Change Detection Method for Remote Sensing Sparse Cultivated Land. APSIPA 2024: 1-6 - [c72]Lefan Wang, Jiawei Lian, Yan Feng, Xiaoning Chen, Shaohui Mei:
Transformer-Based Few-Shot Object Detection with Multi-Relation Matching for Remote Sensing Images. IGARSS 2024: 8046-8049 - [c71]Yifan Zhang, Chaoqun Dong, Shaohui Mei:
Cycle-Consistent Sparse Unmixing Network Based on Deep Image Prior. IGARSS 2024: 9231-9234 - [c70]Yifan Zhang, Jiaxin Wang, Bobo Xie, Shaohui Mei:
Dual-Path Optimization Network Based On Spectral Unmixing for Hyperspectral and Multispectral Image Fusion. IGARSS 2024: 9252-9255 - [c69]Shun Zhang
, Zunheng Chu, Tao He, Yaohui Xu, Jiale Liu, Shaohui Mei:
Few-Shot Object Detection on Remote Sensing Images based on Diverse Regional Feature Generation. IGARSS 2024: 9935-9939 - [c68]Yuru Su, Shaohui Mei, Shuai Wan:
Feature Decoupling Based Adversarial Examples Detection Method for Remote Sensing Scene Classification. IGARSS 2024: 10011-10014 - [i9]Jiawei Lian, Jianhong Pan, Lefan Wang, Yi Wang, Lap-Pui Chau, Shaohui Mei:
PADetBench: Towards Benchmarking Physical Attacks against Object Detection. CoRR abs/2408.09181 (2024) - [i8]Jiawei Lian, Shaohui Mei, Xiaofei Wang, Yi Wang, Lefan Wang, Yingjie Lu, Mingyang Ma, Lap-Pui Chau:
Attack Anything: Blind DNNs via Universal Background Adversarial Attack. CoRR abs/2409.00029 (2024) - 2023
- [j73]Yanlong Gao
, Yan Feng
, Xumin Yu, Shaohui Mei
:
Robust Signature-Based Hyperspectral Target Detection Using Dual Networks. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j72]Xiao Wu, Yupeng Li
, Jihui Long, Shun Zhang
, Shuai Wan, Shaohui Mei
:
A Remote-Vision-Based Safety Helmet and Harness Monitoring System Based on Attribute Knowledge Modeling. Remote. Sens. 15(2): 347 (2023) - [j71]Yuheng Liu
, Yifan Zhang, Ye Wang, Shaohui Mei
:
BiTSRS: A Bi-Decoder Transformer Segmentor for High-Spatial-Resolution Remote Sensing Images. Remote. Sens. 15(3): 840 (2023) - [j70]Ye Wang, Yuheng Liu
, Mingyang Ma, Shaohui Mei
:
A Spectral-Spatial Transformer Fusion Method for Hyperspectral Video Tracking. Remote. Sens. 15(7): 1735 (2023) - [j69]Xiangqing Zhang
, Yan Feng
, Shun Zhang
, Nan Wang
, Shaohui Mei
, Mingyi He
:
Semi-Supervised Person Detection in Aerial Images with Instance Segmentation and Maximum Mean Discrepancy Distance. Remote. Sens. 15(11): 2928 (2023) - [j68]Baorui Wang
, Yifan Zhang
, Yan Feng
, Bobo Xie
, Shaohui Mei
:
Attention-Enhanced Generative Adversarial Network for Hyperspectral Imagery Spatial Super-Resolution. Remote. Sens. 15(14): 3644 (2023) - [j67]Renjie He
, Wenyao Li, Shaohui Mei
, Yuchao Dai
, Mingyi He
:
EFP-Net: A Novel Building Change Detection Method Based on Efficient Feature Fusion and Foreground Perception. Remote. Sens. 15(22): 5268 (2023) - [j66]Xiao Wu, Mingyang Ma, Shuai Wan, Xiuxiu Han, Shaohui Mei:
Multi-scale deep feature fusion based sparse dictionary selection for video summarization. Signal Process. Image Commun. 118: 117006 (2023) - [j65]Xiaoning Chen
, Zonghao Han, Yong Li
, Mingyang Ma
, Shaohui Mei
, Wei Cheng
:
Attention-Aware Deep Feature Embedding for Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1171-1184 (2023) - [j64]Xiaodi Guan
, Fan Li
, Xingliang Zhang
, Mingyang Ma
, Shaohui Mei
:
Assessing Full-Resolution Pansharpening Quality: A Comparative Study of Methods and Measurements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6860-6875 (2023) - [j63]Wenjing He
, Yuesong Yang, Shaohui Mei
, Jian Hu, Wanqiu Xu, Shiqi Hao:
Configurable 2D-3D CNNs Accelerator for FPGA-Based Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 9833-9848 (2023) - [j62]Xiaoning Chen
, Mingyang Ma
, Yong Li
, Shaohui Mei
, Zonghao Han, Jian Zhao
, Wei Cheng
:
Hierarchical Feature Fusion of Transformer With Patch Dilating for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j61]Tao Gao
, Qianqian Niu
, Jing Zhang, Ting Chen
, Shaohui Mei
, Ahmad Jubair:
Global to Local: A Scale-Aware Network for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j60]Jiawei Lian
, Xiaofei Wang
, Yuru Su
, Mingyang Ma
, Shaohui Mei
:
CBA: Contextual Background Attack Against Optical Aerial Detection in the Physical World. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j59]Yuheng Liu
, Yifan Zhang
, Ye Wang
, Shaohui Mei
:
Rethinking Transformers for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j58]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) - [j57]Shaohui Mei
, Ruoqiao Jiang
, Mingyang Ma
, Chao Song
:
Rotation-Invariant Feature Learning via Convolutional Neural Network With Cyclic Polar Coordinates Convolutional Layer. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j56]Shaohui Mei
, Ge Zhang
, Nan Wang
, Bo Wu, Mingyang Ma
, Yifan Zhang
, Yan Feng
:
Lightweight Multiresolution Feature Fusion Network for Spectral Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j55]Yuru Su
, Ge Zhang
, Shaohui Mei
, Jiawei Lian
, Ye Wang
, Shuai Wan
:
Reconstruction-Assisted and Distance-Optimized Adversarial Training: A Defense Framework for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j54]Fulin Xu, Ge Zhang
, Chao Song
, Hui Wang
, Shaohui Mei
:
Multiscale and Cross-Level Attention Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j53]Shun Zhang
, Yupeng Li
, Shaohui Mei
:
Exploring Uni-Modal Feature Learning on Entities and Relations for Remote Sensing Cross-Modal Text-Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j52]Kun Hu
, Shaohui Mei
, Wei Wang
, Kaylena A. Ehgoetz Martens
, Liang Wang
, Simon J. G. Lewis, David D. Feng
, Zhiyong Wang
:
Multi-Level Adversarial Spatio-Temporal Learning for Footstep Pressure Based FoG Detection. IEEE J. Biomed. Health Informatics 27(8): 4166-4177 (2023) - [c67]Chao Song
, Shaohui Mei, Mingyang Ma:
RIFormer: Learning Rotation-Invariant Features Via Transformer. IGARSS 2023: 5399-5402 - [c66]Lingfei Li, Shun Zhang
, Guanshu Ao
, Zunheng Chu, Shaohui Mei:
RGB-Infrared Paired-Images Generation Based on Feature Disentangle and Cross-Modality Reconstruction. IGARSS 2023: 6105-6108 - [c65]Jiawei Lian, Xiaofei Wang
, Yuru Su, Mingyang Ma, Shaohui Mei:
Contextual Adversarial Attack Against Aerial Detection in The Physical World. IGARSS 2023: 6632-6635 - [c64]Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei:
MMGLOTS: Multi-Modal Global-Local Transformer Segmentor for Remote Sensing Image Segmentation. WHISPERS 2023: 1-5 - [c63]Ye Wang, Yuheng Liu, Mingyang Ma, Yuru Su, Shaohui Mei:
HSPTrack: Hyperspectral Sequence Prediction Tracker with Transformers. WHISPERS 2023: 1-5 - [i7]Jiawei Lian, Xiaofei Wang, Yuru Su, Mingyang Ma, Shaohui Mei:
Contextual adversarial attack against aerial detection in the physical world. CoRR abs/2302.13487 (2023) - [i6]Jiawei Lian, Xiaofei Wang, Yuru Su, Mingyang Ma, Shaohui Mei:
CBA: Contextual Background Attack against Optical Aerial Detection in the Physical World. CoRR abs/2302.13519 (2023) - [i5]Shaohui Mei, Jiawei Lian, Xiaofei Wang
, Yuru Su, Mingyang Ma, Lap-Pui Chau:
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking. CoRR abs/2306.12111 (2023) - 2022
- [j51]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) - [j50]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) - [j49]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) - [j48]Ting Chen, Mengni Liu, Tao Gao, Peng Cheng, Shaohui Mei
, Yonghui Li:
A Fusion-Based Defogging Algorithm. Remote. Sens. 14(2): 425 (2022) - [j47]Xiangqing Zhang
, Yan Feng
, Shun Zhang
, Nan Wang
, Shaohui Mei
:
Finding Nonrigid Tiny Person With Densely Cropped and Local Attention Object Detector Networks in Low-Altitude Aerial Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4371-4385 (2022) - [j46]Jiawei Lian
, Shaohui Mei
, Shun Zhang
, Mingyang Ma
:
Benchmarking Adversarial Patch Against Aerial Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j45]Shaohui Mei
, Xiaofeng Chen, Yifan Zhang
, Jun Li
, Antonio Plaza
:
Accelerating Convolutional Neural Network-Based Hyperspectral Image Classification by Step Activation Quantization. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j44]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) - [j43]Shaohui Mei
, Chao Song
, Mingyang Ma
, Fulin Xu
:
Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j42]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) - [j41]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) - [j40]Mingyang Ma
, Shaohui Mei
, Shuai Wan
, Zhiyong Wang
, Xian-Sheng Hua
, David Dagan Feng
:
Graph Convolutional Dictionary Selection With L₂, ₚ Norm for Video Summarization. IEEE Trans. Image Process. 31: 1789-1804 (2022) - [c62]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 - [c61]Nan Wang, Shaohui Mei, Yifan Zhang, Bowei Zhang, Mingyang Ma, Xiangqing Zhang:
Reconstructing Hyperspectral Images from RGB Inputs Based on Intrinsic Image Decomposition. IGARSS 2022: 2374-2377 - [c60]Lefan Wang, Shun Zhang
, Zonghao Han, Yan Feng, Jiang Wei, Shaohui Mei:
Diversity Measurement-Based Meta-Learning for Few-Shot Object Detection of Remote Sensing Images. IGARSS 2022: 3087-3090 - [c59]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 - [c58]Chao Song
, Shaohui Mei, Mingyang Ma, Fulin Xu, Yifan Zhang, Qian Du
:
Hyperspectral Image Classification Using Hierarchical Spatial-Spectral Transformer. IGARSS 2022: 3584-3587 - [c57]Ye Wang, Yuheng Liu
, Ge Zhang, Yuru Su, Shun Zhang
, Shaohui Mei:
Spectral-Spatial-Aware Transformer Fusion Network For Hyperspectral Object Tracking. WHISPERS 2022: 1-5 - [i4]Kun Hu, Shaohui Mei, Wei Wang, Kaylena A. Ehgoetz Martens, Liang Wang, Simon J. G. Lewis, David D. Feng, Zhiyong Wang:
Multi-level Adversarial Spatio-temporal Learning for Footstep Pressure based FoG Detection. CoRR abs/2209.10770 (2022) - [i3]Jiawei Lian, Shaohui Mei, Shun Zhang, Mingyang Ma:
Benchmarking Adversarial Patch Against Aerial Detection. CoRR abs/2210.16765 (2022) - 2021
- [j39]Xumin Yu
, Yan Feng, Yanlong Gao, Yingbiao Jia, Shaohui Mei
:
Dual-Weighted Kernel Extreme Learning Machine for Hyperspectral Imagery Classification. Remote. Sens. 13(3): 508 (2021) - [j38]Shaojie Li
, Shaohui Mei
, Shuang-xi Zhang
, Shuai Wan
, Tao Jia
:
A Novel Compressive Sensing-Based Multichannel HRWS SAR Imaging Technique for Moving Targets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 690-703 (2021) - [j37]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) - [j36]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) - [j35]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) - [j34]Mingyang Ma
, Shaohui Mei
, Shuai Wan
, Zhiyong Wang
, David Dagan Feng
, Mohammed Bennamoun
:
Similarity Based Block Sparse Subset Selection for Video Summarization. IEEE Trans. Circuits Syst. Video Technol. 31(10): 3967-3980 (2021) - [j33]Ruoqiao Jiang
, Shaohui Mei
, Mingyang Ma
, Shun Zhang
:
Rotation-Invariant Feature Learning in VHR Optical Remote Sensing Images via Nested Siamese Structure With Double Center Loss. IEEE Trans. Geosci. Remote. Sens. 59(4): 3326-3337 (2021) - [j32]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) - [j31]Mingyang Ma
, Shaohui Mei
, Shuai Wan
, Zhiyong Wang
, Zongyuan Ge
, Vincent Lam
, Dagan Feng
:
Keyframe Extraction From Laparoscopic Videos via Diverse and Weighted Dictionary Selection. IEEE J. Biomed. Health Informatics 25(5): 1686-1698 (2021) - [j30]Shaohui Mei
, Mingyang Ma
, Shuai Wan
, Junhui Hou
, Zhiyong Wang
, David Dagan Feng
:
Patch Based Video Summarization With Block Sparse Representation. IEEE Trans. Multim. 23: 732-747 (2021) - [c56]Baorui Wang, Shaohui Mei, Yan Feng, Qian Du
:
Hyperspectral Imagery Super-Resolution Based on Self-Calibrated Attention Residual Network. IGARSS 2021: 3896-3899 - [c55]Ye Wang, Shaohui Mei, Shun Zhang
, Qian Du
:
Siammraan: Siamese Multi-Level Residual Attention Adaptive Network for Hyperspectral Videos Tracking. IGARSS 2021: 5275-5278 - [c54]Clinton Mo
, Kun Hu, Shaohui Mei, Zebin Chen, Zhiyong Wang:
Keyframe Extraction from Motion Capture Sequences with Graph based Deep Reinforcement Learning. ACM Multimedia 2021: 5194-5202 - [i2]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) - [i1]Ge Zhang, Shaohui Mei, Mingyang Ma, Yan Feng:
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images. CoRR abs/2110.09744 (2021) - 2020
- [j29]Zhi Zhang
, Ruoqiao Jiang
, Shaohui Mei
, Shun Zhang
, Yifan Zhang
:
Rotation-Invariant Feature Learning for Object Detection in VHR Optical Remote Sensing Images by Double-Net. IEEE Access 8: 20818-20827 (2020) - [j28]Yifan Zhang
, Jin Tian, Tuo Zhao, Shaohui Mei
:
Spatial Resolution Enhancement of Remote Sensing Hyperspectral Images With Localized Spatial-Spectral Dictionary Pair. IEEE Access 8: 61051-61069 (2020) - [j27]Mingyang Ma
, Shaohui Mei
, Shuai Wan, Junhui Hou
, Zhiyong Wang, David Dagan Feng
:
Video summarization via block sparse dictionary selection. Neurocomputing 378: 197-209 (2020) - [j26]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) - [j25]Tao Gao, Kun Li
, Ting Chen, Mengni Liu
, Shaohui Mei
, Ke Xing
, Yong Hui Li:
A Novel UAV Sensing Image Defogging Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2610-2625 (2020) - [j24]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) - [j23]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) - [j22]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) - [j21]Kun Hu
, Zhiyong Wang
, Shaohui Mei
, Kaylena A. Ehgoetz Martens, Tingting Yao
, Simon J. G. Lewis, David Dagan Feng
:
Vision-Based Freezing of Gait Detection With Anatomic Directed Graph Representation. IEEE J. Biomed. Health Informatics 24(4): 1215-1225 (2020)
2010 – 2019
- 2019
- [j20]Mingyang Ma, Shaohui Mei
, Shuai Wan, Zhiyong Wang
, Dagan Feng
:
Video Summarization via Nonlinear Sparse Dictionary Selection. IEEE Access 7: 11763-11774 (2019) - [j19]Shun Zhang
, Yantao He, Jiang Wei, Shaohui Mei
, Shuai Wan, Ke Chen
:
Person Re-Identification With Joint Verification and Identification of Identity-Attribute Labels. IEEE Access 7: 126116-126126 (2019) - [j18]Mingyang Ma
, Shaohui Mei
, Shuai Wan, Zhiyong Wang
, David Dagan Feng
:
Robust video summarization using collaborative representation of adjacent frames. Multim. Tools Appl. 78(20): 28985-29005 (2019) - [j17]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) - [j16]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) - [j15]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) - [c53]Ruoqiao Jiang, Shaohui Mei:
Polar Coordinate Convolutional Neural Network: From Rotation-Invariance to Translation-Invariance. ICIP 2019: 355-359 - [c52]Ruituo Jiang, Xu Li, Shaohui Mei, Lixin Li, Shigang Yue, Lei Zhang:
Learning Spatial and Spectral Features VIA 2D-1D Generative Adversarial Network for Hyperspectral Image Super-Resolution. ICIP 2019: 2149-2153 - [c51]Ge Zhang, Shaohui Mei, Jin Tian, Yan Feng, Qian Du
:
Local Sparse Representation Based Spatial Preprocessing For Endmember Extraction. IGARSS 2019: 278-281 - [c50]Zhongqi Tian, Zhi Zhang, Shaohui Mei, Ruoqiao Jiang, Shuai Wan, Qian Du
:
Discriminative CNN Via Metric Learning for Hyperspectral Classification. IGARSS 2019: 580-583 - [c49]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 - [c48]Bobo Xie, Yifan Zhang, Feng Yan, Yan Feng, Shaohui Mei:
Hyperspectral Imagery Target Detection Using Collaborative Representation with Spectral Variation Extended Dictionary. IGARSS 2019: 2280-2283 - [c47]Yifan Zhang, Tianqing Zhao, Bobo Xie, Shaohui Mei:
Hyperspectral Image Super-Resolution Classification with a Small Training Set Using Spectral Variation Extended Endmember Library. IGARSS 2019: 3001-3004 - [c46]Keli Yan, Shaohui Mei, Mingyang Ma, Feng Yan:
Fusing Deep Local and Global Features for Remote Sensing Image Scene Classification. IGARSS 2019: 3029-3032 - [c45]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 - [c44]Yunhao Geng, Shaohui Mei, Jin Tian, Yifan Zhang, Qian Du
:
Spatial Constrained Hyperspectral Reconstruction from RGB Inputs Using Dictionary Representation. IGARSS 2019: 3169-3172 - [c43]Jieqi Li, Shaojie Li, Qi Liu, Shaohui Mei:
A Novel Algorithm for HRRP Target Recognition Based on CNN. IoTaaS 2019: 397-404 - [c42]Shaohui Mei, Xiao Liu, Ge Zhang, Qian Du
:
Sensor-specific Transfer Learning for Hyperspectral Image Processing. MultiTemp 2019: 1-4 - 2018
- [j14]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) - [c41]Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, David Dagan Feng:
Forward-Backward Nonlinear Sparse Dictionary Selection Based Video Summarization. BigMM 2018: 1-5 - [c40]Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Ah Chung Tsoi
, Dagan Feng:
Video Summarization via Weighted Neighborhood Based Representation. ICIP 2018: 1273-1277 - [c39]Manli Han, Yan Feng, Chao Xu, Jinazuo Sun, Ming Wang, Shaohui Mei:
Main Direction - An Effective Statistic for Hyperspectral Image Classification. ICNC-FSKD 2018: 283-288 - [c38]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 - [c37]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 - [c36]Shaohui Mei, Bakht Muhammad Khan, Yifan Zhang, Qian Du
:
Low-Complexity Hyperspectral Image Compression Using Folded PCA and JPEG2000. IGARSS 2018: 4756-4759 - [c35]Qi Liu, Shaojie Li, Shaohui Mei, Ruoqiao Jiang, Jieqi Li:
Feature Learning For SAR Images Using Convolutional Neural Network. IGARSS 2018: 7003-7006 - [c34]Jin Tian, Yifan Zhang, Yang Lu, Shaohui Mei:
Hyperspectral and Multispectral Image Fusion with Dual-Source Spatial-Spectral Dictionary. IGARSS 2018: 7034-7037 - [c33]Xu Li, Yu Pan, Ang Gao, Lixin Li, Shaohui Mei, Shigang Yue:
Pansharpening Based on Joint Gaussian Guided Upsampling. IGARSS 2018: 7184-7187 - [c32]Yu Pan, Xu Li, Ang Gao, Lixin Li, Shaohui Mei, Shigang Yue:
Anew Pansharpening Method with Multi-Scale Structure Perception. IGARSS 2018: 8046-8049 - 2017
- [j13]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) - [j12]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) - [j11]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) - [c31]Jieqi Li, Xiaoya Zuo, Yong Zhang, Zhengxue Li, Shaohui Mei, Zhongqi Tian:
A New Anti-blackout Communication Method Based on Carrier Aggregation of OFDMA and Frequency Diversity. ChinaCom (1) 2017: 351-360 - [c30]Jieqi Li, Mingyang Ma, Yong Zhang, Zhengxue Li, Shaohui Mei, Shuai Wan:
Bandwidth Adaptive Image Communication via Similarity Based Auto-Selection. ChinaCom (1) 2017: 372-380 - [c29]Jingyu Ji, Shaohui Mei, Xiao Liu, Xu Li, Shan Zeng, Zhiyong Wang:
Exploring Kernel Based Spatial Context for CNN Based Hyperspectral Image Classification. DICTA 2017: 1-7 - [c28]Mingyang Ma, Shaohui Mei, Shuai Wan, Junhui Hou
, Zhiyong Wang, Dagan Feng:
Video Summarization via Simultaneous Block Sparse Representation. DICTA 2017: 1-7 - [c27]Mingyang Ma, Shaohui Mei, Jingyu Ji, Shuai Wan, Zhiyong Wang, Dagan Feng:
Exploring the influence of feature representation for dictionary selection based video summarization. ICIP 2017: 2911-2915 - [c26]Shaohui Mei, Xin Yuan
, Jingyu Ji, Shuai Wan, Junhui Hou
, Qian Du
:
Hyperspectral image super-resolution via convolutional neural network. ICIP 2017: 4297-4301 - [c25]Mingyang Ma, Shaohui Mei, Junhui Hou
, Shuai Wan, Zhiyong Wang, Dagan Feng:
Nonlinear kernel sparse dictionary selection for video summarization. ICME 2017: 637-642 - [c24]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 - [c23]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 - [c22]Mingyang Ma, Shaohui Mei, Junhui Hou
, Shuai Wan, Zhiyong Wang:
Video summarization via temporal collaborative representation of adjacent frames. ISPACS 2017: 164-169 - [c21]Juping Liang, Yifan Zhang, Shaohui Mei:
Hyperspectral and multispectral image fusion using dual-source localized dictionary pair. ISPACS 2017: 261-264 - [c20]Ting Wang, Yifan Zhang, Shaohui Mei:
A novel subpixel mapping approach based on spectral unmixing for hyperspectral images. ISPACS 2017: 265-269 - [c19]Shaohui Mei, Ruoqiao Jiang, Jingyu Ji, Jun Sun, Yang Peng, Yifan Zhang:
Invariant feature extraction for image classification via multi-channel convolutional neural network. ISPACS 2017: 491-495 - 2016
- [j10]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) - [c18]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 - [c17]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 - 2015
- [j9]Shaohui Mei, Genliang Guan, Zhiyong Wang, Shuai Wan, Mingyi He
, David Dagan Feng:
Video summarization via minimum sparse reconstruction. Pattern Recognit. 48(2): 522-533 (2015) - [j8]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) - [c16]Yihang Wang, Shaohui Mei, Shuai Wan, Yi Wang, Yi Li:
Onboard image selection for small-satellite based remote sensing mission. IGARSS 2015: 1618-1621 - [c15]Yifan Zhang, Yakun Wang, Yang Liu, Chuwen Zhang, Mingyi He
, Shaohui Mei:
Hyperspectral and multispectral image fusion using CNMF with minimum endmember simplex volume and abundance sparsity constraints. IGARSS 2015: 1929-1932 - [c14]Shaohui Mei, Qian Du
, Mingyi He
, Yihang Wang:
Spatial preprocessing for spectral endmember extraction by local linear embedding. IGARSS 2015: 5027-5030 - [c13]Shaohui Mei, Zhiyong Wang, Mingyi He
, David Dagan Feng:
Resource restricted on-line Video Summarization with Minimum Sparse Reconstruction. PCS 2015: 139-143 - [c12]Shaohui Mei, Qian Du
, Mingyi He
, Yihang Wang:
Endmember extraction by L2, 0 constrained sparse dictionary selection. WHISPERS 2015: 1-4 - 2014
- [j7]Shaohui Mei, Mingyi He
, Zhiming Shen:
Optimizing Hopfield Neural Network for Spectral Mixture Unmixing on GPU Platform. IEEE Geosci. Remote. Sens. Lett. 11(4): 818-822 (2014) - [j6]Shaohui Mei, Mingyi He
, Zhiyong Wang, David Dagan Feng:
Unsupervised Spectral Mixture Analysis of Highly Mixed Data With Hopfield Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 1922-1935 (2014) - [j5]Mohamed Amine Bendoumi, Mingyi He
, Shaohui Mei:
Hyperspectral Image Resolution Enhancement Using High-Resolution Multispectral Image Based on Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 52(10): 6574-6583 (2014) - [j4]Genliang Guan, Zhiyong Wang, Shaohui Mei, Max Ott
, Mingyi He
, David Dagan Feng:
A Top-Down Approach for Video Summarization. ACM Trans. Multim. Comput. Commun. Appl. 11(1): 4:1-4:21 (2014) - [c11]Shaohui Mei, Genliang Guan, Zhiyong Wang, Mingyi He
, Shuai Wan, David Dagan Feng:
Iterative keyframe selection by orthogonal subspace projection. ICIP 2014: 2874-2878 - [c10]Shaohui Mei, Genliang Guan, Zhiyong Wang, Mingyi He
, Xian-Sheng Hua, David Dagan Feng:
L2, 0 constrained sparse dictionary selection for video summarization. ICME 2014: 1-6 - 2013
- [c9]Mingyi He
, Muhammad Imran Farid, Belkacem Baassou, Shaohui Mei:
Improving hyperspectral image classification accuracy using Iterative SVM with spatial-spectral information. ChinaSIP 2013: 471-475 - [c8]Belkacem Baassou, Mingyi He
, Shaohui Mei:
An accurate SVM-based classification approach for hyperspectral image classification. Geoinformatics 2013: 1-7 - [c7]Belkacem Baassou, Mingyi He
, Muhammad Imran Farid, Shaohui Mei:
Hyperspectral image classification based on iterative Support Vector Machine by integrating spatial-spectral information. IGARSS 2013: 1023-1026 - [c6]Shaohui Mei, Mingyi He
, Zhiming Shen, Belkacem Baassou:
Neighborhood preserving Nonnegative Matrix Factorization for spectral mixture analysis. IGARSS 2013: 2573-2576 - 2012
- [c5]Mohamed Amine Bendoumi, Mingyi He
, Shaohui Mei, Yifan Zhang:
Unmixing approach for hyperspectral data resolution enhancement using high resolution multispectral image. ICARCV 2012: 1369-1373 - [c4]Shaohui Mei, Mingyi He
, Zhiyong Wang, Dagan Feng:
Unsupervised Spectral Mixture Analysis with Hopfield Neural Network for hyperspectral images. ICIP 2012: 2665-2668 - [c3]Genliang Guan, Zhiyong Wang, Kaimin Yu, Shaohui Mei, Mingyi He
, David Dagan Feng:
Video Summarization with Global and Local Features. ICME Workshops 2012: 570-575 - 2011
- [j3]Shaohui Mei, Mingyi He
, Yifan Zhang, Zhiyong Wang, David Dagan Feng:
Improving Spatial-Spectral Endmember Extraction in the Presence of Anomalous Ground Objects. IEEE Trans. Geosci. Remote. Sens. 49(11): 4210-4222 (2011) - [c2]Shaohui Mei, Mingyi He
:
Minimum endmember-wise distance constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of hyperspectral images. IGARSS 2011: 1299-1302 - [c1]Yifan Zhang, Shaohui Mei, Mingyi He
:
Bayesian fusion of hyperspectral and multispectral images using Gaussian scale mixture prior. IGARSS 2011: 2531-2534 - 2010
- [j2]Shaohui Mei, Mingyi He
, Zhiyong Wang, Dagan Feng:
Mixture Analysis by Multichannel Hopfield Neural Network. IEEE Geosci. Remote. Sens. Lett. 7(3): 455-459 (2010) - [j1]Shaohui Mei, Mingyi He
, Zhiyong Wang, David Dagan Feng:
Spatial Purity Based Endmember Extraction for Spectral Mixture Analysis. IEEE Trans. Geosci. Remote. Sens. 48(9): 3434-3445 (2010)
Coauthor Index

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