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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  
Fast and Robust Dictionary-based Classification for Image Data Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y., Huang, W.. Fast and Robust Dictionary-based Classification for Image Data[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2021, 15(6), 97.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.;  Huang, W.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/3.9 | Submit date：2022/07/13
Image Classification  Regularization  Sparse Representation  Dictionary Learning  Svd  
Two-stage knowledge transfer framework for image classification Journal article
Zhou,Jianhang, Zeng,Shaoning, Zhang,Bob. Two-stage knowledge transfer framework for image classification[J]. Pattern Recognition, 2020, 107, 107529.
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite | TC[WOS]:18 TC[Scopus]:21  IF:7.5/7.6 | Submit date：2021/03/11
Image Classification  Sparse Representation  Teacher-student Model  Two-stage Classification  
Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y.. Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification[J]. IEEE Transactions on Cybernetics, 2020, 52(6), 4935 - 4948.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.
Favorite | TC[WOS]:28 TC[Scopus]:25  IF:9.4/10.3 | Submit date：2022/07/13
Data Augmentation  Diversification  Image Classification  Regularization  Sparse Representation  
Dual sparse learning via data augmentation for robust facial image classification Journal article
Zeng,Shaoning, Zhang,Bob, Zhang,Yanghao, Gou,Jianping. Dual sparse learning via data augmentation for robust facial image classification[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(8), 1717-1734.
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
Favorite | TC[WOS]:10 TC[Scopus]:8  IF:3.1/3.6 | Submit date：2021/03/11
Image Classification  Sparse Representation  Dictionary Learning  L1 Regularization  
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]:30 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)  
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification Journal article
Zeng,Shaoning, Zhang,Bob, Gou,Jianping. Learning double weights via data augmentation for robust sparse and collaborative representation-based classification[J]. Multimedia Tools and Applications, 2020, 79(29-30), 20617-20638.
Authors:  Zeng,Shaoning;  Zhang,Bob;  Gou,Jianping
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:3.0/2.9 | Submit date：2021/03/11
Augmentation  Image Classification  Regularization  Sparse Representation  
Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images Journal article
Peng, Jiangtao, Li, Luoqing, Tang, Yuan Yan. Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(6), 1790-1802.
Authors:  Peng, Jiangtao;  Li, Luoqing;  Tang, Yuan Yan
Favorite | TC[WOS]:144 TC[Scopus]:155  IF:10.2/10.4 | Submit date：2022/05/17
Classification  Hyperspectral Image (Hsi)  Inhomogeneous Pixels  Joint Sparse Representation (Jsr)  Maximum Likelihood Estimation (Mle)  
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)  
Convolutional Sparse Coding for Face Recognition Conference paper
Jin, Junwei, Chen, C. L. Philip, IEEE. Convolutional Sparse Coding for Face Recognition[C], 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2017, 137-141.
Authors:  Jin, Junwei;  Chen, C. L. Philip;  IEEE
Favorite | TC[WOS]:3 TC[Scopus]:2 | Submit date：2018/10/30
Face Recognition  Convolutional Sparse Coding  Filters  Sparse Representation  Image Classification