Yushi Chen

发表

Deep Fusion of Remote Sensing Data for Accurate Classification

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

A bidirectional gradient prediction based method for hyperspectral data junk bands restoration

Ye Zhang, Yushi Chen, Yidan Teng, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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.

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

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

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

Xi Chen, Yushi Chen, Guofan Shao, 2016 .

Target Tracking based on KCF Combining with Spatio-Temporal Context Learning

Yuji Iwahori, Aili Wang, Yushi Chen, 2018 .

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.

3D sparse coding based denoising of hyperspectral images

Di Wu, Ye Zhang, Yushi Chen, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

LiDAR Data Classification Based on Automatic Designed CNN

Yushi Chen, Hao Xie, 2020 .

A BOI-Preserving-Based Compression Method for Hyperspectral Images

Ye Zhang, Hao Chen, Yushi Chen, 2010, 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.

Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning

Naoto Yokoya, Yushi Chen, Xiuping Jia, 2019, Remote. Sens..

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.

Object Tracking Based on Hierarchical Convolutional Features

Yuji Iwahori, Haiyang Liu, Yushi Chen, 2018, ICPCSEE.

Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks

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

Hyperspectral image classification based on convolutional neural network and random forest

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

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.

Hyperspectral Image Compression Based on the Protection of Information of Interest

Ye Zhang, Yushi Chen, Junping Zhang, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

A novel level set framework for LOD2 building modeling

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

Spectral-spatial classification of hyperspectral image using autoencoders

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

The Development of the Power Management Circuit of Vibrational Energy Harvesting Devices

Yushi Chen, Yuming Fang, Mengyuan Yang, 2016 .

Joint Adaboost and multifeature based ensemble for hyperspectral image classification

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

LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks

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

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.

Generative Adversarial Networks for Hyperspectral Image Classification

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

Critical appraisal of tools and methodologies for studies of cascading failures in coupled critical infrastructure systems

Yushi Chen, Jovica V. Milanovic, J. Milanović, 2017, IEEE EUROCON 2017 -17th International Conference on Smart Technologies.

Riemannian manifold learning based k-nearest-neighbor for hyperspectral image classification

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

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

Ye Zhang, Yushi Chen, Ran Wei, 2015 .

Hyperspectral Images Classification With Gabor Filtering and Convolutional Neural Network

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

Optimal Recursive Bidirection Prediction for Hyperspectral Image Compression

Yanfeng Gu, Yushi Chen, Junping Zhang, 2006 .

LiDAR Data Classification Using Spatial Transformation and CNN

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

Deep Learning for Hyperspectral Image Classification: An Overview

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

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

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

Transferring CNN Ensemble for Hyperspectral Image Classification

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

A novel hyperspectral images destriping method based on edge reconstruction and adaptive morphological operators

Ye Zhang, Yushi Chen, Yidan Teng, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Spatial information aided fine classification of hyperspectral images with similar spectrums

Ye Zhang, Yushi Chen, Shengwei Zhong, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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.

Parallel implementation for SAM algorithm based on GPU and distributed computing

Hao Chen, Yushi Chen, Junping Zhang, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

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.

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.

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.

Combining Component Substitution and Multiresolution Analysis: A Novel Generalized BDSD Pansharpening Algorithm

Ye Zhang, Di Wu, Yushi Chen, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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.

Fast Vector Quantization Algorithm for Hyperspectral Image Compression

Ye Zhang, Yushi Chen, Zhixin Zhou, 2011, 2011 Data Compression Conference.

Advanced Spectral Classifiers for Hyperspectral Images: A review

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

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).

Hyperspectral data clustering based on density analysis ensemble

Xi Chen, Pedram Ghamisi, Yushi Chen, 2017 .

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.

Genetic algorithm based reference bands selection in hyperspectral image compression

Ye Zhang, Yushi Chen, Aili Wang, 2008, 2008 3rd IEEE Conference on Industrial Electronics and Applications.

A robust spectral target recognition method for hyperspectral data based on combined spectral signatures

Xiao Fan, Feng Li, Ye Zhang, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

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.

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.

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).

Deep Fusion for Radar Jamming Signal Classification Based on CNN

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

Frontiers in Spectral-Spatial Classification of Hyperspectral Images

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

Towards application of text mining for enhanced power network data analytics - Part II: Offline analysis of textual data

Goran Nenadic, Jovica V. Milanovic, Jelena Ponocko, 2016 .

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.

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

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

Spatial-Spectral Transformer for Hyperspectral Image Classification

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

Fast Coding Unit Partition Decision for Intra Prediction in Versatile Video Coding

Yushi Chen, Ye Zhang, Hao Chen, 2021, ICIG.

Boosting CNN for Hyperspectral Image Classification

Yushi Chen, Xin He, Haoyu Zhang, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Fast Complex-Valued CNN for Radar Jamming Signal Recognition

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

Complementary Learning-Based Scene Classification of Remote Sensing Images With Noisy Labels

Pedram Ghamisi, Yushi Chen, Qingyun Li, 2022, IEEE Geoscience and 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.

Modifications of the Multi-Layer Perceptron for Hyperspectral Image Classification

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

Soft Augmentation-Based Siamese CNN for Hyperspectral Image Classification With Limited Training Samples

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

Advanced Supervised Spectral Classifiers for Hyperspectral Images : A Review

Jun Li, Pedram Ghamisi, Yushi Chen, 2016 .