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Generative Adversarial Autoencoder Network for Anti-Shadow Hyperspectral Unmixing Journal article
Sun, Bin, Su, Yuanchao, Sun, He, Bai, Jinying, Li, Pengfei, Liu, Feng, Liu, Dongsheng. Generative Adversarial Autoencoder Network for Anti-Shadow Hyperspectral Unmixing[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 5506005.
Authors:  Sun, Bin;  Su, Yuanchao;  Sun, He;  Bai, Jinying;  Li, Pengfei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/4.4 | Submit date：2024/07/04
Anti-shadow Unmixing  Deep Learning  Generative Adversarial Network (Gan)  Hyperspectral Unmixing  
Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection Journal article
Zhang, Yongshan, Li, Yijiang, Wang, Xinxin, Jiang, Xinwei, Zhou, Yicong. Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 5507405.
Authors:  Zhang, Yongshan;  Li, Yijiang;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.0/4.4 | Submit date：2024/07/04
Anomaly Detection  Anomaly Detection  Denoising Autoencoder  Detectors  Geoscience And Remote Sensing  Graph Neural Network  Hyperspectral Imagery  Hyperspectral Imaging  Image Edge Detection  Noise Reduction  Training  
Near Real-Time Burned Area Progression Mapping with Multi-Spectral Data Using Ensemble Learning Journal article
Hu, Xikun, Wen, Hao, Zhang, Puzhao, Yuen, Ka Veng, Zhong, Ping. Near Real-Time Burned Area Progression Mapping with Multi-Spectral Data Using Ensemble Learning[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21, 5004005.
Authors:  Hu, Xikun;  Wen, Hao;  Zhang, Puzhao;  Yuen, Ka Veng;  Zhong, Ping
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/4.4 | Submit date：2024/07/04
Burned Area Mapping  Deep Learning (Dl)  Multispectral Data  Near Real Time  Wildfire  
Nonlocal Correntropy Matrix Representation for Hyperspectral Image Classification Journal article
Zhang,Guochao, Hu,Xueting, Wei,Yantao, Cao,Weijia, Yao,Huang, Zhang,Xueyang, Song,Keyi. Nonlocal Correntropy Matrix Representation for Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20, 5502305.
Authors:  Zhang,Guochao;  Hu,Xueting;  Wei,Yantao;  Cao,Weijia;  Yao,Huang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.0/4.4 | Submit date：2023/08/03
Feature Extraction  Hyperspectral Image (Hsi) Classification  Nonlocal Correntropy Matrix (Nlcm)  
Multiorder Interaction Information Embedding-Based Multiview Fusion-Aided Hyperspectral Image Classification Journal article
Li, Xuefei, Cao, Weijia, Zhang, Kai, Liu, Baodi, Tao, Dapeng, Liu, Weifeng. Multiorder Interaction Information Embedding-Based Multiview Fusion-Aided Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19, 6012905.
Authors:  Li, Xuefei;  Cao, Weijia;  Zhang, Kai;  Liu, Baodi;  Tao, Dapeng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/4.4 | Submit date：2023/01/30
Hyperspectral Image (Hsi) Classification  Interaction Information  Loss Fusion  Multiview Learning (Mvl)  
Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification Journal article
Xing, Lei, Zhao, Lifei, Cao, Weijia, Ge, Xinmin, Liu, Weifeng, Liu, Baodi. Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19, 6512805.
Authors:  Xing, Lei;  Zhao, Lifei;  Cao, Weijia;  Ge, Xinmin;  Liu, Weifeng; et al.
Favorite | TC[WOS]:6 TC[Scopus]:10  IF:4.0/4.4 | 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  
A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing Journal article
Peng, Jiangtao, Sun, Weiwei, Jiang, Fan, Chen, Hong, Zhou, Yicong, Du, Qian. A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing[J]. IEEE Geoscience and Remote Sensing Letters, 2020, 19, 5500105.
Authors:  Peng, Jiangtao;  Sun, Weiwei;  Jiang, Fan;  Chen, Hong;  Zhou, Yicong; et al.
Favorite | TC[WOS]:4 TC[Scopus]:13  IF:4.0/4.4 | Submit date：2022/05/17
Hyperspectral Imaging  Robustness  Data Models  Matrix Decomposition  Shape  Loss Measurement  General Loss  Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  
Improved Faster R-CNN with Multiscale Feature Fusion and Homography Augmentation for Vehicle Detection in Remote Sensing Images Journal article
Ji, Hong, Gao, Zhi, Mei, Tiancan, Li, Yifan. Improved Faster R-CNN with Multiscale Feature Fusion and Homography Augmentation for Vehicle Detection in Remote Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters, 2019, 16(11), 1761-1765.
Authors:  Ji, Hong;  Gao, Zhi;  Mei, Tiancan;  Li, Yifan
Favorite | TC[WOS]:34 TC[Scopus]:41  IF:4.0/4.4 | Submit date：2022/05/17
Data Augmentation  Faster Region Convolutional Neural Network (R-cnn)  Feature Fusion  Remote Sensing Images  Vehicle Detection  
Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition Journal article
Feng, G. H., Liu, W. F., Li, S. Y., Tao, D. P., Zhou, Y. C.. Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition[J]. IEEE Geoscience and Remote Sensing Letters, 2019, 821-825.
Authors:  Feng, G. H.;  Liu, W. F.;  Li, S. Y.;  Tao, D. P.;  Zhou, Y. C.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/4.4 | Submit date：2022/07/09
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification Journal article
Qin A., Shang Z., Tian J., Wang Y., Zhang T., Tang Y.Y.. Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2019, 16(2), 241-245.
Authors:  Qin A.;  Shang Z.;  Tian J.;  Wang Y.;  Zhang T.; et al.
Favorite | TC[WOS]:250 TC[Scopus]:284  IF:4.0/4.4 | Submit date：2019/02/11
Graph Convolutional  Hyperspectral Image (Hsi) Classification  Neural Network  Semisupervised Learning