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2020 – today
- 2025
- [j43]Shou Feng, Xueqing Wang, Rui Feng, Fengchao Xiong, Chunhui Zhao, Wei Li, Ran Tao:
Transformer-Based Cross-Domain Few-Shot Learning for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - 2024
- [j42]Shou Feng, Jinghe Zhang, Fenghua Huang, Ruihui Peng, Chunhui Zhao:
An Attention Feature Interaction Change Detection Method Based on Detail Enhancement for Dual-Temporal Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j41]Hongzhe Zhang, Shou Feng, Di Wu, Chunhui Zhao, Xi Liu, Yuan Zhou, Shengnan Wang, Hongtao Deng, Shuang Zheng:
Hyperspectral Image Classification on Large-Scale Agricultural Crops: The Heilongjiang Benchmark Dataset, Validation Procedure, and Baseline Results. Remote. Sens. 16(3): 478 (2024) - [j40]Jinpeng Wang, Congan Xu, Chunhui Zhao, Long Gao, Junfeng Wu, Yiming Yan, Shou Feng, Nan Su:
Multimodal Object Detection of UAV Remote Sensing Based on Joint Representation Optimization and Specific Information Enhancement. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1016-1025 (2024) - [j39]Chunhui Zhao, Yi Shen, Nan Su, Yiming Yan, Shou Feng, Wei Xiang, Yong Liu, Tianhao Zhao:
A Label Correction Learning Framework for Gully Erosion Extraction Using High-Resolution Remote Sensing Images and Noisy Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1638-1655 (2024) - [j38]Qingyu Xia, Yiming Yan, Wei Hou, Baoyu Ge, Nan Su, Shou Feng, Chunhui Zhao:
SSTNet: A Network Based on Modeling of Semantic-Spatiotemporal Information for Semantic Change Detection of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18365-18378 (2024) - [j37]Qi Zhang, Yiming Yan, Long Gao, Congan Xu, Nan Su, Shou Feng:
A Third-Modality Collaborative Learning Approach for Visible-Infrared Vessel Reidentification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19035-19047 (2024) - [j36]Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot:
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j35]Maoyang Chen, Shou Feng, Chunhui Zhao, Bo Qu, Nan Su, Wei Li, Ran Tao:
Fractional Fourier-Based Frequency-Spatial-Spectral Prototype Network for Agricultural Hyperspectral Image Open-Set Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j34]Yongqi Chen, Shou Feng, Chunhui Zhao, Nan Su, Wei Li, Ran Tao, Jinchang Ren:
High-Resolution Remote Sensing Image Change Detection Based on Fourier Feature Interaction and Multiscale Perception. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j33]Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot:
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j32]Boao Qin, Shou Feng, Chunhui Zhao, Wei Li, Ran Tao, Wei Xiang:
Cross-Domain Few-Shot Learning Based on Feature Disentanglement for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j31]Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao, Yunsong Li:
Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j30]Yi Shen, Nan Su, Chunhui Zhao, Yiming Yan, Shou Feng, Yong Liu, Wei Xiang:
A Foreground-Driven Fusion Network for Gully Erosion Extraction Utilizing UAV Orthoimages and Digital Surface Models. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j29]Yingjie Tang, Shou Feng, Chunhui Zhao, Yuanze Fan, Qian Shi, Wei Li, Ran Tao:
An Object Fine-Grained Change Detection Method Based on Frequency Decoupling Interaction for High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j28]Chunhui Zhao, Maoyang Chen, Shou Feng, Wenxiang Zhu, Boao Qin:
Full-Range Feature Extraction Network Based on Quality-Quantity-Balance Sample Enhancement for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [c14]Yingjie Tang, Shou Feng, Chunhui Zhao, Yongqi Chen, Yuanze Fan, Maosheng Wei:
A Lightweight Change Detection Method Based on Feature Interaction and Transformer for High Resolution Remote Sensing Images. ICASSP 2024: 3235-3239 - [c13]Jinpeng Wang, Nan Su, Minghui Sha, Chunhui Zhao, Yiming Yan, Shou Feng, Yun Lin, Yingshen Zhu:
Multi-Modal Target Detection Method Based on Adaptive Feature Search. IGARSS 2024: 2917-2920 - 2023
- [j27]Shou Feng, Rui Feng, Jianfei Liu, Chunhui Zhao, Fengchao Xiong, Lifu Zhang:
An Attention-Based Multiscale Spectral-Spatial Network for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j26]Chunhui Zhao, Maoyang Chen, Shou Feng, Boao Qin, Lifu Zhang:
A Coarse-to-Fine Semisupervised Learning Method Based on Superpixel Graph and Breaking-Tie Sampling for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j25]Chunhui Zhao, Minghua Wang, Nan Su, Yiming Yan, Shou Feng:
DSTNet: Dynamic-Static Transformer Style Network for Cross-Resolution Vehicle Reidentification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j24]Chunhui Zhao, Hongjiao Liu, Nan Su, Congan Xu, Yiming Yan, Shou Feng:
TMTNet: A Transformer-Based Multimodality Information Transfer Network for Hyperspectral Object Tracking. Remote. Sens. 15(4): 1107 (2023) - [j23]Chunhui Zhao, Wenxuan Wang, Yiming Yan, Nan Su, Shou Feng, Wei Hou, Qingyu Xia:
A Novel Object-Level Building-Matching Method across 2D Images and 3D Point Clouds Based on the Signed Distance Descriptor (SDD). Remote. Sens. 15(12): 2974 (2023) - [j22]Shou Feng, Rui Feng, Dan Wu, Chunhui Zhao, Wei Li, Ran Tao:
A Coarse-to-Fine Hyperspectral Target Detection Method Based on Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j21]Jiayue He, Nan Su, Congan Xu, Yanping Liao, Yiming Yan, Chunhui Zhao, Wei Hou, Shou Feng:
A Cross-Modality Feature Transfer Method for Target Detection in SAR Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j20]Chunhui Zhao, Yingjie Tang, Shou Feng, Yuanze Fan, Wei Li, Ran Tao, Lifu Zhang:
High-Resolution Remote Sensing Bitemporal Image Change Detection Based on Feature Interaction and Multitask Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j19]Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Weiwei Sun, Wei Li, Xiuping Jia:
Hyperspectral Image Classification With Multi-Attention Transformer and Adaptive Superpixel Segmentation-Based Active Learning. IEEE Trans. Image Process. 32: 3606-3621 (2023) - [c12]Yingjie Tang, Mingrong Zhu, Shou Feng, Chunhui Zhao, Yuanze Fan, Yongqi Chen:
An End to End Change Detection Method Based on Deep Supervised and Feature Interaction for Erosion Gully. IGARSS 2023: 6680-6683 - [c11]Yongqi Chen, Mingrong Zhu, Chunhui Zhao, Shou Feng, Yuanze Fan, Yingjie Tang:
A Hyperspectral Change Detection Method Based on Active Learning Strategy. IGARSS 2023: 6700-6703 - [c10]HongZhe Zhang, Shou Feng, Xueqing Wang, JianFei Liu, Boao Qin, HaiYang Zhong:
Hyperspectral Image Classification Based on Masked Self-Supervisied Pretraining Network. IGARSS 2023: 7665-7668 - [c9]Hongjiao Liu, Jiayue He, Jinpeng Wang, Nan Su, Chunhui Zhao, Yiming Yan, Shou Feng, Ze Liu, Jianfei Liu, Zilong Zhao:
Multi-Band Hyperspectral Object Tracking: Leveraging Spectral Information Prompts and Spectral Scale-Aware Representation. WHISPERS 2023: 1-5 - [c8]Boao Qin, Chunhui Zhao, Shou Feng, Maoyang Chen, HongZhe Zhang, Bobo Xi:
Hybrid Spectral-Spatial Convolutional Network and Transformer with Mixup Regularization for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - 2022
- [j18]Shou Feng, Dan Wu, Rui Feng, Chunhui Zhao:
Hyperspectral Anomaly Detection With Total Variation Regularized Low Rank Tensor Decomposition and Collaborative Representation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j17]Chunhui Zhao, Hao Cheng, Shou Feng:
A Spectral-Spatial Change Detection Method Based on Simplified 3-D Convolutional Autoencoder for Multitemporal Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j16]Chunhui Zhao, Chuang Li, Shou Feng, Wei Li:
Spectral-Spatial Anomaly Detection via Collaborative Representation Constraint Stacked Autoencoders for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j15]Chunhui Zhao, Wenxiang Zhu, Shou Feng:
Hyperspectral Image Classification Based on Kernel-Guided Deformable Convolution and Double-Window Joint Bilateral Filter. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j14]Wenxiang Zhu, Chunhui Zhao, Shou Feng, Boao Qin:
Multilevel Feature Alignment Based on Spatial Attention Deformable Convolution for Cross-Scene Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j13]Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu:
Multiple Superpixel Graphs Learning Based on Adaptive Multiscale Segmentation for Hyperspectral Image Classification. Remote. Sens. 14(3): 681 (2022) - [j12]Shou Feng, Yuanze Fan, Yingjie Tang, Hao Cheng, Chunhui Zhao, Yaoxuan Zhu, Chunhua Cheng:
A Change Detection Method Based on Multi-Scale Adaptive Convolution Kernel Network and Multimodal Conditional Random Field for Multi-Temporal Multispectral Images. Remote. Sens. 14(21): 5368 (2022) - [j11]Shou Feng, Shulu Tang, Chunhui Zhao, Ying Cui:
A Hyperspectral Anomaly Detection Method Based on Low-Rank and Sparse Decomposition With Density Peak Guided Collaborative Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j10]Chunhui Zhao, Chuang Li, Shou Feng, Xiuping Jia:
Enhanced Total Variation Regularized Representation Model With Endmember Background Dictionary for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j9]Chunhui Zhao, Boao Qin, Shou Feng, Wenxiang Zhu, Lifu Zhang, Jinchang Ren:
An Unsupervised Domain Adaptation Method Towards Multi-Level Features and Decision Boundaries for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j8]Chunhui Zhao, Mingxing Wang, Shou Feng, Nan Su:
Hyperspectral Target Detection Method Based on Nonlocal Self-Similarity and Rank-1 Tensor. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j7]Wenxiang Zhu, Chunhui Zhao, Shou Feng, Boao Qin:
Multiscale Short and Long Range Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j6]Chunhui Zhao, Wenxiang Zhu, Shou Feng:
Superpixel Guided Deformable Convolution Network for Hyperspectral Image Classification. IEEE Trans. Image Process. 31: 3838-3851 (2022) - [c7]Yingjie Tang, Yuanze Fan, Shou Feng, Chunhui Zhao, Tianfang Luo:
Hyperspectral Image Change Detection Based on Multi-Scale 3D Convolution Autoencoder. IGARSS 2022: 3211-3214 - [c6]Wenxiang Zhu, Chunhui Zhao, Boao Qin, Shou Feng:
Short and Long Range Graph Convolution Network for Hyperspectral Image Classification. IGARSS 2022: 3564-3567 - 2021
- [j5]Chunhui Zhao, Chuang Li, Shou Feng:
A Spectral-Spatial Method Based on Fractional Fourier Transform and Collaborative Representation for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 18(7): 1259-1263 (2021) - [c5]Chunhui Zhao, Boao Qin, Tong Li, Shou Feng, Yiming Yan:
Hyperspectral Image Classification Based on Dense Convolution and Conditional Random Field. IGARSS 2021: 3653-3656 - [c4]Chunhui Zhao, Chuang Li, Shou Feng, Nan Su:
Hyperspectral Anomaly Detection Using Bilateral-Filtered Generative Adversarial Networks. IGARSS 2021: 4408-4411 - 2020
- [j4]Chunhui Zhao, Chuang Li, Shou Feng, Nan Su, Wei Li:
A Spectral-Spatial Anomaly Target Detection Method Based on Fractional Fourier Transform and Saliency Weighted Collaborative Representation for Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5982-5997 (2020) - [j3]Mingzhu Xu, Bing Liu, Ping Fu, Junbao Li, Yu Hen Hu, Shou Feng:
Video Salient Object Detection via Robust Seeds Extraction and Multi-Graphs Manifold Propagation. IEEE Trans. Circuits Syst. Video Technol. 30(7): 2191-2206 (2020) - [c3]Chunhui Zhao, Mingxing Wang, Nan Su, Shou Feng:
Dictionary Learning Hyperspectral Target Detection Algorithm Based on Tucker Tensor Decomposition. IGARSS 2020: 1763-1766 - [c2]Chunhui Zhao, Chuang Li, Shou Feng, Nan Su:
Spectral-Spatial Stacked Autoencoders Based on the Bilateral Filter for Hyperspectral Anomaly Detection. IGARSS 2020: 2209-2212
2010 – 2019
- 2019
- [j2]Di Zhou, Ping Fu, Hongtao Yin, Wei Xie, Shou Feng:
A Study of Online State-of-Health Estimation Method for In-Use Electric Vehicles Based on Charge Data. IEICE Trans. Inf. Syst. 102-D(7): 1302-1309 (2019) - 2017
- [j1]Shou Feng, Ping Fu, Wenbin Zheng:
A Hierarchical Multi-Label Classification Algorithm for Gene Function Prediction. Algorithms 10(4): 138 (2017) - 2012
- [c1]Lei Feng, Bing Liu, Jiaqing Qiao, Shou Feng:
Compressive sensing signal reconstruction based on stagewise gradient pursuit. ICTC 2012: 481-483
Coauthor Index
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