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Hyperspectral Image Transformer Classification Networks Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022
Authors:  Yang, Xiaofei;  Cao, Weijia;  Lu, Yao;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
3d Convolution Projection  Convolution  Convolution Neural Network  Data Mining  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Task Analysis  Three-dimensional Displays  Transformers  Transformers  
Local Correntropy Matrix Representation for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Xinyu;  Wei, Yantao;  Cao, Weijia;  Yao, Huang;  Peng, Jiangtao;  Zhou, Yicong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/17
Correntropy Matrix  Feature Extraction  Hyperspectral Image (Hsi) Classification  
Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Deep High-order Tensor Convolutional Sparse Coding (Csc)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Super Resolution Guided Deep Network for Land Cover Classification from Remote Sensing Images Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Xie, Jie;  Fang, Leyuan;  Zhang, Bob;  Chanussot, Jocelyn;  Li, Shutao
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2022/05/17
Guidance  Land Cover Classification (Lcc)  Remote Sensing Image  Super Resolution (Sr)  
UGRoadUpd: An Unchanged-Guided Historical Road Database Updating Framework Based on Bi-Temporal Remote Sensing Images Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Zhou, Mingting;  Sui, Haigang;  Chen, Shanxiong;  Chen, Xu;  Wang, Wenqing;  Wang, Jianxun;  Liu, Junyi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Benchmark testing  Databases  Deep learning  dominant-transformer  Feature extraction  Image segmentation  Remote sensing  road change detection datasets  Road network change detection  road network update  Roads  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping;  Zhou, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2022
Authors:  Xing, Lei;  Zhao, Lifei;  Cao, Weijia;  Ge, Xinmin;  Liu, Weifeng;  Liu, Baodi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Data mining  Dictionaries  Dictionary Learning  Feature extraction  Few-shot learning  Image analysis  Remote sensing  Remote sensing scene classification  Task analysis  Training  
Saliency-guided remote sensing image super-resolution Journal article
Remote Sensing, 2021,Volume: 13,Issue: 24
Authors:  Liu, Baodi;  Zhao, Lifei;  Li, Jiaoyue;  Zhao, Hengle;  Liu, Weifeng;  Li, Ye;  Wang, Yanjiang;  Chen, Honglong;  Cao, Weijia
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/01/14
Generative Adversarial Network  Image Super-resolution  Remote Sensing Image  Salient Object Detection  
Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 17
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Philip Chen, C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Block Diagonal  Broad Learning System  Classification  Convolutional Neural Network  Hyperspectral Image