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A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Zhang, Liming, Li, Hong, Cui, Wenjing, Gao, Junbin, Cun, Yuxiao. A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5521416.
Authors:  Cheng, Chunbo;  Zhang, Liming;  Li, Hong;  Cui, Wenjing;  Gao, Junbin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/08/05
Convolutional Neural Network (Cnn)  Deep High-order Tensor Sparse Representation (Sr)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Kernel nonnegative representation-based classifier Journal article
Zhou, Jianhang, Zeng, Shaoning, Zhang, Bob. Kernel nonnegative representation-based classifier[J]. Applied Intelligence, 2021, 52(2), 2269-2289.
Authors:  Zhou, Jianhang;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:4 TC[Scopus]:2  IF:3.4/3.9 | Submit date：2022/02/22
Non-negative Representation  Linear Representation-based Classifier  Pattern Classification  Image Recognition  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
Shu,Ting, Zhang,Bob, Tang,Yuan Yan. Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(8), 2847-2856.
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite | TC[WOS]:31 TC[Scopus]:36  IF:10.2/10.4 | Submit date：2021/03/11
Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Collaborative representation using non-negative samples for image classification Journal article
Zhou,Jianhang, Zhang,Bob. Collaborative representation using non-negative samples for image classification[J]. Sensors (Switzerland), 2019, 19(11).
Authors:  Zhou,Jianhang;  Zhang,Bob
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:3.4/3.7 | Submit date：2021/03/11
Collaborative Representation-based Classification  Image Classification  Non-negative Samples  
Atomic Representation-Based Classification: Theory, Algorithm, and Applications Journal article
Wang, Yulong, Tang, Yuan Yan, Li, Luoqing, Chen, Hong, Pan, Jianjia. Atomic Representation-Based Classification: Theory, Algorithm, and Applications[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 41(1), 6-19.
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing;  Chen, Hong;  Pan, Jianjia
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:20.8/22.2 | Submit date：2019/01/17
Atomic Representation  Representation-based Classification  Atomic Classification Condition  
An extended probabilistic collaborative representation based classifier for image classification Conference paper
Lan Rushi, Zhou Yicong. An extended probabilistic collaborative representation based classifier for image classification[C], 2017, 1392-1397.
Authors:  Lan Rushi;  Zhou Yicong
Favorite | TC[WOS]:14 TC[Scopus]:16 | Submit date：2018/12/21
Collaborative Representation Based Classifier (Crc)  Image Classification  Prior Information  
Kernel Regularized Data Uncertainty for Action Recognition Journal article
Feng, Qingxiang, Zhou, Yicong. Kernel Regularized Data Uncertainty for Action Recognition[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 27(3), 577-588.
Authors:  Feng, Qingxiang;  Zhou, Yicong
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:8.3/7.1 | Submit date：2018/10/30
Action Recognition  Data Uncertainty (Du)  Kernel Sparse Representation Classification  Sparse-representation-based Classification (Src)  
Sparse Representation Based on Set-to-Set Distance for Hyperspectral Image Classification Journal article
Haoliang Yuan, Yuan Yan Tang. Sparse Representation Based on Set-to-Set Distance for Hyperspectral Image Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6), 2464-2472.
Authors:  Haoliang Yuan;  Yuan Yan Tang
Favorite | TC[WOS]:25 TC[Scopus]:24  IF:4.7/5.0 | Submit date：2019/02/11
Hyperspectral Image (Hsi) Classification  Patch-based  Set-to-set Distance  Sparse Representation