Yushi Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 75

Top Topics

Hyperspectral Data

Hyperspectral Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Lingbo Huang, Yushi Chen, Xin He
Spectral-Spatial Mamba for Hyperspectral Image Classification. CoRR (2024)
Weiyun Wang, Min Shi, Qingyun Li, Wenhai Wang, Zhenhang Huang, Linjie Xing, Zhe Chen, Hao Li, Xizhou Zhu, Zhiguo Cao, Yushi Chen, Tong Lu, Jifeng Dai, Yu Qiao
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World. ICLR (2024)
Bohan Yang, Yushi Chen, Pedram Ghamisi
LVM-StARS: Large Vision Model Soft Adaption for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Lingbo Huang, Yushi Chen, Xin He
Spectral-Spatial Mamba for Hyperspectral Image Classification. Remote. Sens. 16 (13) (2024)
Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du
Foundation Model-Based Multimodal Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Qingyun Li, Zhe Chen, Weiyun Wang, Wenhai Wang, Shenglong Ye, Zhenjiang Jin, Guanzhou Chen, Yinan He, Zhangwei Gao, Erfei Cui, Jiashuo Yu, Hao Tian, Jiasheng Zhou, Chao Xu, Bin Wang, Xingjian Wei, Wei Li, Wenjian Zhang, Bo Zhang, Pinlong Cai, Licheng Wen, Xiangchao Yan, Zhenxiang Li, Pei Chu, Yi Wang, Min Dou, Changyao Tian, Xizhou Zhu, Lewei Lu, Yushi Chen, Junjun He, Zhongying Tu, Tong Lu, Yali Wang, Limin Wang, Dahua Lin, Yu Qiao, Botian Shi, Conghui He, Jifeng Dai
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text. CoRR (2024)
Qingyun Li, Yushi Chen, Xin He, Lingbo Huang
Co-Training Transformer for Remote Sensing Image Classification, Segmentation, and Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Menglu Zhang, Yushi Chen, Ye Zhang
Weakly Supervised Transformer for Radar Jamming Recognition. Remote. Sens. 16 (14) (2024)
Tianshuai Li, Tianzhu Liu, Xian Li, Yanfeng Gu, Yukun Wang, Yushi Chen
Multi-sensor multispectral reconstruction framework based on projection and reconstruction. Sci. China Inf. Sci. 67 (3) (2024)
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 (2024)
Ying Zeng, Yushi Chen, Xue Yang, Qingyun Li, Junchi Yan
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yue Zhuge, Haiyong Luo, Runze Chen, Yushi Chen, Jiaquan Yan, Zhuqing Jiang
ONeK-SLAM: A Robust Object-level Dense SLAM Based on Joint Neural Radiance Fields and Keypoints. ICRA (2024)
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 (2023)
Yushi Chen, Hualian Tang, Zhiyuan Wang, Peng Xu, Yiqi Zhuang
A Programmable Analog Front-End IC Applied for Biomedical Signal Monitoring Systems. Circuits Syst. Signal Process. 42 (1) (2023)
Xin He, Yushi Chen, Lingbo Huang
Bayesian Deep Learning for Hyperspectral Image Classification With Low Uncertainty. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ying Zeng, Xue Yang, Qingyun Li, Yushi Chen, Junchi Yan
ARS-DETR: Aspect Ratio Sensitive Oriented Object Detection with Transformer. CoRR (2023)
Lingbo Huang, Yushi Chen, Xin He
Spectral-Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Weiyun Wang, Min Shi, Qingyun Li, Wenhai Wang, Zhenhang Huang, Linjie Xing, Zhe Chen, Hao Li, Xizhou Zhu, Zhiguo Cao, Yushi Chen, Tong Lu, Jifeng Dai, Yu Qiao
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World. CoRR (2023)
Yushi Chen, Yiqi Zhuang
Analysis and Design of a Delay-Locked Loop with Multiple Radiation-hardened Techniques. Circuits Syst. Signal Process. 42 (1) (2023)
Yushi Chen, Yiqi Zhuang
A Radiation-Hardened Delay-Locked Loop Applied for Multiple Frequency Ranges. J. Circuits Syst. Comput. 32 (6) (2023)
Qingyun Li, Yushi Chen, Pedram Ghamisi
Complementary Learning-Based Scene Classification of Remote Sensing Images With Noisy Labels. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lingbo Huang, Yushi Chen, Xin He, Pedram Ghamisi
Supervised Contrastive Learning-Based Classification for Hyperspectral Image. Remote. Sens. 14 (21) (2022)
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 (2022)
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 (2022)
Xin He, Yushi Chen, Lingbo Huang
Toward a Trustworthy Classifier With Deep CNN: Uncertainty Estimation Meets Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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 (2022)
Xin He, Yushi Chen, Qingyun Li
Two-Branch Pure Transformer for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Weiquan Wang, Yushi Chen, Xin He, Zhaokui Li
Soft Augmentation-Based Siamese CNN for Hyperspectral Image Classification With Limited Training Samples. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Qingyun Li, Yushi Chen, Ying Zeng
Transformer with Transfer CNN for Remote-Sensing-Image Object Detection. Remote. Sens. 14 (4) (2022)
Weiquan Wang, Yushi Chen, Pedram Ghamisi
Transferring CNN With Adaptive Learning for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xin He, Yushi Chen, Pedram Ghamisi
Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yushi Chen, Yuan Yuan, Hualian Tang, Yiqi Zhuang
Analysis and Design of an Efficient 8-Bit 2b/Cycle SAR ADC with Multiple Calibration Techniques. Circuits Syst. Signal Process. 41 (5) (2022)
Hao Xie, Yushi Chen, Pedram Ghamisi
Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint. Remote. Sens. 13 (13) (2021)
Lingbo Huang, Yushi Chen, Xin He
Weakly Supervised Classification of Hyperspectral Image Based on Complementary Learning. Remote. Sens. 13 (24) (2021)
Haoyu Zhang, Yushi Chen, Xin He, Xingliang Shen
Boosting CNN for Hyperspectral Image Classification. IGARSS (2021)
Xin He, Yushi Chen
Transferring CNN Ensemble for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 18 (5) (2021)
Menglu Zhang, Yushi Chen, Xin Lu, Hao Chen, Ye Zhang
Fast Coding Unit Partition Decision for Intra Prediction in Versatile Video Coding. ICIG (1) (2021)
Yushi Chen, Yuan Yuan, Hualian Tang, Yiqi Zhuang
A Low Power 8-bit 2b/Cycle SAR ADC with Multiple Calibration Techniques. ASICON (2021)
Xin He, Yushi Chen, Zhouhan Lin
Spatial-Spectral Transformer for Hyperspectral Image Classification. Remote. Sens. 13 (3) (2021)
Lingbo Huang, Yushi Chen
Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples. IEEE Geosci. Remote. Sens. Lett. 18 (3) (2021)
Yushi Chen, Yiqi Zhuang
A Symmetric Group Control Dynamic Element Matching Method Applied in High Resolution SAR ADCs for Biomedical Applications. J. Circuits Syst. Comput. 30 (8) (2021)
Xin He, Yushi Chen
Modifications of the Multi-Layer Perceptron for Hyperspectral Image Classification. Remote. Sens. 13 (17) (2021)
Hao Xie, Yushi Chen
LiDAR Data Classification Based on Automatic Designed CNN. IEEE Geosci. Remote. Sens. Lett. 18 (9) (2021)
Haoyu Zhang, Lei Yu, Yushi Chen, Yinsheng Wei
Fast Complex-Valued CNN for Radar Jamming Signal Recognition. Remote. Sens. 13 (15) (2021)
Xin He, Yushi Chen, Pedram Ghamisi
Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Guangqing Shao, Yushi Chen, Yinsheng Wei
Deep Fusion for Radar Jamming Signal Classification Based on CNN. IEEE Access 8 (2020)
Yushi Chen, Yiqi Zhuang, Hualian Tang
An Ultra-Low Power Consumption High-Linearity Switching Scheme for SAR ADC. J. Circuits Syst. Comput. 29 (6) (2020)
Guangqing Shao, Yushi Chen, Yinsheng Wei
Convolutional Neural Network-Based Radar Jamming Signal Classification With Sufficient and Limited Samples. IEEE Access 8 (2020)
Xin He, Aili Wang, Pedram Ghamisi, Guoyu Li, Yushi Chen
LiDAR Data Classification Using Spatial Transformation and CNN. IEEE Geosci. Remote. Sens. Lett. 16 (1) (2019)
Yushi Chen, Yiqi Zhuang, Hualian Tang
A 99.8% Energy-Reduced Two-Stage Mixed Switching Scheme for SAR ADC Without Reset Energy. Circuits Syst. Signal Process. 38 (12) (2019)
Yushi Chen, Kaiqiang Zhu, Lin Zhu, Xin He, Pedram Ghamisi, Jón Atli Benediktsson
Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Di Wu, Ye Zhang, Yushi Chen, Shengwei Zhong
Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy. IEEE Geosci. Remote. Sens. Lett. 16 (1) (2019)
Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia
Deep Learning Ensemble for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (6) (2019)
Kaiqiang Zhu, Yushi Chen, Pedram Ghamisi, Xiuping Jia, Jón Atli Benediktsson
Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification. Remote. Sens. 11 (3) (2019)
Xin He, Yushi Chen
Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Yushi Chen, Lingbo Huang, Lin Zhu, Naoto Yokoya, Xiuping Jia
Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning. Remote. Sens. 11 (22) (2019)
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Deep Learning for Hyperspectral Image Classification: An Overview. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Deep Learning for Hyperspectral Image Classification: An Overview. CoRR (2019)
Aili Wang, Xin He, Pedram Ghamisi, Yushi Chen
LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. 15 (5) (2018)
Lin Zhu, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson
Generative Adversarial Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Aili Wang, Haiyang Liu, Yushi Chen, Yuji Iwahori
Object Tracking Based on Hierarchical Convolutional Features. ICPCSEE (1) (2018)
Yushi Chen, Jovica V. Milanovic
Critical appraisal of tools and methodologies for studies of cascading failures in coupled critical infrastructure systems. EUROCON (2017)
Yushi Chen, Lin Zhu, Pedram Ghamisi, Xiuping Jia, Guoyu Li, Liang Tang
Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 14 (12) (2017)
Shengwei Zhong, Ye Zhang, Yushi Chen, Di Wu
Combining Component Substitution and Multiresolution Analysis: A Novel Generalized BDSD Pansharpening Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (6) (2017)
Yushi Chen, Chunyang Li, Pedram Ghamisi, Xiuping Jia, Yanfeng Gu
Deep Fusion of Remote Sensing Data for Accurate Classification. IEEE Geosci. Remote. Sens. Lett. 14 (8) (2017)
Xi Chen, Gongjian Zhou, Yushi Chen, Guofan Shao, Yanfeng Gu
-Norm and Automatic View Generation. IEEE Trans. Geosci. Remote. Sens. 55 (4) (2017)
Yushi Chen, Hanlu Jiang, Chunyang Li, Xiuping Jia, Pedram Ghamisi
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Yushi Chen, Chunyang Li, Pedram Ghamisi, Chunyu Shi, Yanfeng Gu
Deep fusion of hyperspectral and LiDAR data for thematic classification. IGARSS (2016)
Pedram Ghamisi, Yushi Chen, Xiao Xiang Zhu
A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 13 (10) (2016)
Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang, Bing Wang, Yushi Chen
Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks. IEEE Trans. Image Process. 25 (7) (2016)
Yidan Teng, Ye Zhang, Yushi Chen, Chunli Ti
Adaptive Morphological Filtering Method for Structural Fusion Restoration of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Zhouhan Lin, Yushi Chen, Xing Zhao, Gang Wang
Spectral-Spatial Classification of Hyperspectral Image Using Autoencoders. CoRR (2015)
Zhen Zuo, Bing Shuai, Gang Wang, Xiao Liu, Xingxing Wang, Bing Wang, Yushi Chen
Convolutional recurrent neural networks: Learning spatial dependencies for image representation. CVPR Workshops (2015)
Yushi Chen, Xing Zhao, Xiuping Jia
Spectral-Spatial Classification of Hyperspectral Data Based on Deep Belief Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Di Wu, Ye Zhang, Yushi Chen
3D sparse coding based denoising of hyperspectral images. IGARSS (2015)
Yushi Chen, Xing Zhao, Zhouhan Lin
Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Yushi Chen, Zhouhan Lin, Xing Zhao, Gang Wang, Yanfeng Gu
Deep Learning-Based Classification of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Yushi Chen, Xing Zhao, Zhouhan Lin
Joint Adaboost and multifeature based ensemble for hyperspectral image classification. IGARSS (2014)
Yidan Teng, Ye Zhang, Yushi Chen, Chunli Ti
A novel hyperspectral images destriping method based on edge reconstruction and adaptive morphological operators. ICIP (2014)
Yidan Teng, Ye Zhang, Yushi Chen
A bidirectional gradient prediction based method for hyperspectral data junk bands restoration. IGARSS (2014)
Shengwei Zhong, Yushi Chen, Ye Zhang
Spatial information aided fine classification of hyperspectral images with similar spectrums. IGARSS (2014)
Zhouhan Lin, Yushi Chen, Xing Zhao, Gang Wang
Spectral-spatial classification of hyperspectral image using autoencoders. ICICS (2013)
Yushi Chen, Zhouhan Lin, Xing Zhao
Riemannian manifold learning based k-nearest-neighbor for hyperspectral image classification. IGARSS (2013)
Yushi Chen, Changbo Qu, Zhouhan Lin
Supervised Locally Linear Embedding based dimension reduction for hyperspectral image classification. IGARSS (2013)
Haicheng Qu, Junping Zhang, Yushi Chen, Hao Chen, Zhouhan Lin
Parallel implementation for SAM algorithm based on GPU and distributed computing. IGARSS (2012)
Bing Jia, Ye Zhang, Yushi Chen, Zhilu Wu
A novel level set framework for LOD2 building modeling. ICIP (2012)
Xiao Fan, Ye Zhang, Feng Li, Yushi Chen, Tao Shao, Shuang Zhou
A robust spectral target recognition method for hyperspectral data based on combined spectral signatures. IGARSS (2011)
Yushi Chen, Yuhang Zhang, Ye Zhang, Zhixin Zhou
Fast Vector Quantization Algorithm for Hyperspectral Image Compression. DCC (2011)
Hao Chen, Ye Zhang, Junping Zhang, Yushi Chen
A BOI-Preserving-Based Compression Method for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 48 (11) (2010)
Junping Zhang, Weiming Peng, Yushi Chen, Ye Zhang
Hyperspectral Image Compression Based on the Protection of Information of Interest. IGARSS (2) (2008)