Yushi Chen

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Spatial-Spectral Transformer for Hyperspectral Image Classification

Yushi Chen, Zhouhan Lin, Xin He, 2021, Remote. Sens..

New Frontiers in Spectral-Spatial Hyperspectral Image Classification: The Latest Advances Based on Mathematical Morphology, Markov Random Fields, Segmentation, Sparse Representation, and Deep Learning

J. Benediktsson, Shutao Li, Yushi Chen, 2018, IEEE Geoscience and Remote Sensing Magazine.

Advanced Supervised Spectral Classifiers for Hyperspectral Images : A Review

Jun Li, Pedram Ghamisi, Yushi Chen, 2016 .

Advanced Spectral Classifiers for Hyperspectral Images

A. Plaza, Yushi Chen, J. Plaza, 2022 .

Modiﬁcations of the Multi-Layer Perceptron for Hyperspectral Image Classiﬁcation

Yushi Chen, Xin He, 2021 .

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Xiuping Jia, Pedram Ghamisi, Yushi Chen, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

Xing Zhao, Xiuping Jia, Yushi Chen, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Frontiers in Spectral-Spatial Classification of Hyperspectral Images

Jon Atli Benediktsson, Gabriele Moser, Sebastiano B. Serpico, 2018 .

Deep Learning-Based Classification of Hyperspectral Data

Gang Wang, Xing Zhao, Yanfeng Gu, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Adaptive semisupervised feature selection without graph construction for very-high-resolution remote sensing images

Xi Chen, Yushi Chen, Guofan Shao, 2016 .

Anisotropy regularization-based restoration of imaging process in line-scanning spectrometer

Ye Zhang, Yushi Chen, Ran Wei, 2015 .

Deep Learning for Hyperspectral Image Classification: An Overview

Jon Atli Benediktsson, Shutao Li, Weiwei Song, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Generative Adversarial Networks for Hyperspectral Image Classification

Lin Zhu, Pedram Ghamisi, Yushi Chen, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification

Xing Zhao, Yushi Chen, Zhouhan Lin, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Deep Fusion of Remote Sensing Data for Accurate Classification

Xiuping Jia, Yanfeng Gu, Pedram Ghamisi, 2017, IEEE Geoscience and Remote Sensing Letters.

Hyperspectral image classification based on convolutional neural network and random forest

Ying Wang, Aili Wang, Yushi Chen, 2019, Remote Sensing Letters.

Deep Cross-Domain Few-Shot Learning for Hyperspectral Image Classification

Qian Du, Yushi Chen, Zhaokui Li, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network

Pedram Ghamisi, Yushi Chen, Xin He, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral data clustering based on density analysis ensemble

Xi Chen, Pedram Ghamisi, Yushi Chen, 2017 .

Convolutional recurrent neural networks: Learning spatial dependencies for image representation

Gang Wang, Xiao Liu, Bing Wang, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Adaptive Morphological Filtering Method for Structural Fusion Restoration of Hyperspectral Images

Ye Zhang, Yushi Chen, Yidan Teng, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Transformer with Transfer CNN for Remote-Sensing-Image Object Detection

Yushi Chen, Ying Zeng, Qingyun Li, 2022, Remote. Sens..

Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification

Yushi Chen, Li Ma, Zhaokui Li, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Advanced Spectral Classifiers for Hyperspectral Images: A review

Jun Li, Pedram Ghamisi, Yushi Chen, 2017, IEEE Geoscience and Remote Sensing Magazine.

Weakly Supervised Classification of Hyperspectral Image Based on Complementary Learning

Xin He, Lingbo Huang, Yushi Chen, 2021, Remote. Sens..

Modifications of the Multi-Layer Perceptron for Hyperspectral Image Classification

Yushi Chen, Xin He, Xin He, 2021, Remote. Sens..

Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network

Lin Zhu, Xiuping Jia, Liang Tang, 2017, IEEE Geoscience and Remote Sensing Letters.

Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network

Yushi Chen, Xin He, Xin He, 2019, IEEE Geoscience and Remote Sensing Letters.

Dual-Path Siamese CNN for Hyperspectral Image Classification With Limited Training Samples

Yushi Chen, Lingbo Huang, Yushi Chen, 2020, IEEE Geoscience and Remote Sensing Letters.

Two-Branch Pure Transformer for Hyperspectral Image Classification

Yushi Chen, Xin He, Qingyun Li, 2022, IEEE Geoscience and Remote Sensing Letters.

Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification

Yushi Chen, Xin He, Lin Huang, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy

Ye Zhang, Di Wu, Yushi Chen, 2019, IEEE Geoscience and Remote Sensing Letters.

Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification

Jon Atli Benediktsson, Pedram Ghamisi, Yushi Chen, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Spectral-spatial classification of hyperspectral image using autoencoders

Gang Wang, Xing Zhao, Yushi Chen, 2013, 2013 9th International Conference on Information, Communications & Signal Processing.

Joint Adaboost and multifeature based ensemble for hyperspectral image classification

Xing Zhao, Yushi Chen, Zhouhan Lin, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Deep Learning Ensemble for Hyperspectral Image Classification

Ying Wang, Xiuping Jia, Yanfeng Gu, 2019, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Transferring CNN Ensemble for Hyperspectral Image Classification

Yushi Chen, Xin He, Xin He, 2021, IEEE Geoscience and Remote Sensing Letters.

Fast Complex-Valued CNN for Radar Jamming Signal Recognition

Yushi Chen, Haoyu Zhang, Lei Yu, 2021, Remote. Sens..

Convolutional Neural Network-Based Radar Jamming Signal Classification With Sufficient and Limited Samples

Yushi Chen, Yinsheng Wei, Guangqing Shao, 2020, IEEE Access.

Deep Fusion for Radar Jamming Signal Classification Based on CNN

Yushi Chen, Yinsheng Wei, Guangqing Shao, 2020, IEEE Access.

Deep Convolutional Capsule Network for Hyperspectral Image Spectral and Spectral-Spatial Classification

Jon Atli Benediktsson, Xiuping Jia, Pedram Ghamisi, 2019, Remote. Sens..

A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data

Xiao Xiang Zhu, Pedram Ghamisi, Yushi Chen, 2016, IEEE Geoscience and Remote Sensing Letters.

Transferring CNN With Adaptive Learning for Remote Sensing Scene Classification

Yushi Chen, Pedram Ghamisi, Weiquan Wang, 2022, IEEE Transactions on Geoscience and Remote Sensing.

A novel level set framework for LOD2 building modeling

Ye Zhang, Zhilu Wu, Yushi Chen, 2012, 2012 19th IEEE International Conference on Image Processing.

Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks

Gang Wang, Xiao Liu, Bing Wang, 2015, IEEE Transactions on Image Processing.

LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks

Pedram Ghamisi, Yushi Chen, Xin He, 2018, IEEE Geoscience and Remote Sensing Letters.

Heterogeneous Few-Shot Learning for Hyperspectral Image Classification

Q. Du, Yushi Chen, Yan Wang, 2022, IEEE Geoscience and Remote Sensing Letters.

Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples

Pedram Ghamisi, Yushi Chen, Xin He, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Supervised Multiview Feature Selection Exploring Homogeneity and Heterogeneity With $\ell_{1,2}$ -Norm and Automatic View Generation

Xi Chen, Gongjian Zhou, Yanfeng Gu, 2017, IEEE Transactions on Geoscience and Remote Sensing.

LiDAR Data Classification Using Spatial Transformation and CNN

Pedram Ghamisi, Yushi Chen, Xin He, 2019, IEEE Geoscience and Remote Sensing Letters.

Few-Shot Hyperspectral Image Classification With Self-Supervised Learning

Cuiwei Liu, Yushi Chen, Yan Wang, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Deep fusion of hyperspectral and LiDAR data for thematic classification

Yanfeng Gu, Pedram Ghamisi, Yushi Chen, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Co-Training Transformer for Remote Sensing Image Classification, Segmentation, and Detection

Yushi Chen, Qingyun Li, Lin Huang, 2024, IEEE Transactions on Geoscience and Remote Sensing.

Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint

Pedram Ghamisi, Yushi Chen, Hao Xie, 2021, Remote. Sens..

Supervised Locally Linear Embedding based dimension reduction for hyperspectral image classification

Yushi Chen, Zhouhan Lin, Changbo Qu, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.