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Learning salient self-representation for image recognition via orthogonal transformation Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Learning salient self-representation for image recognition via orthogonal transformation[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 212, 118663.
Authors:  Jianhang Zhou;  Shaoning Zeng;  Bob Zhang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/02/22
Pattern Classification  Self-representation  Orthogonal Transformation  Linear Orthogonal Transformation  
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  
Linear Representation-Based Methods for Image Classification: A Survey Journal article
Zhou,Jianhang, Zeng,Shaoning, Zhang,Bob. Linear Representation-Based Methods for Image Classification: A Survey[J]. IEEE Access, 2020, 8, 216645-216670.
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:3.4/3.7 | Submit date：2021/03/11
Image Classification  Linear Representation  Optimization  
Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction Journal article
Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou. Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction[J]. IEEE transactions on image processing, 2020, 30, 108-120.
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yue-Jiao Gong;  Yicong Zhou
Favorite | TC[WOS]:21 TC[Scopus]:23  IF:10.8/12.1 | Submit date：2022/09/02
Adaptive Graph  Low-rank Tensor Representation  Robust Feature Extraction  T-linear Projection Learning  Tensorproduct (T-product)  
Applying L-SRC for Non-invasive Disease Detection Using Facial Chromaticity and Texture Features Conference paper
Zhou,Jianhang, Zhang,Qi, Zhang,Bob. Applying L-SRC for Non-invasive Disease Detection Using Facial Chromaticity and Texture Features[C], 2019, 156-161.
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/03/11
Facial Image Analysis  Linear Discriminant Analysis  Medical Biometrics  Sparse Representation Algorithms  
From grayscale to color: Quaternion linear regression for color face recognition Journal article
Zou,Cuiming, Kou,Kit Ian, Dong,Li, Zheng,Xianwei, Tang,Yuan Yan. From grayscale to color: Quaternion linear regression for color face recognition[J]. IEEE Access, 2019, 7, 154131-154140.
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Dong,Li;  Zheng,Xianwei;  Tang,Yuan Yan
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:3.4/3.7 | Submit date：2021/03/11
Color Image  Face Recognition  Linear Regression  Quaternion Representation  
Superimposed Sparse Parameter Classifiers for Face Recognition Journal article
Feng, Qingxiang, Yuan, Chun, Pan, Jeng-Shyang, Yang, Jar-Ferr, Chou, Yang-Ting, Zhou, Yicong, Li, Weifeng. Superimposed Sparse Parameter Classifiers for Face Recognition[J]. IEEE Transactions on Cybernetics, 2017, 47(2), 378-390.
Authors:  Feng, Qingxiang;  Yuan, Chun;  Pan, Jeng-Shyang;  Yang, Jar-Ferr;  Chou, Yang-Ting; et al.
Favorite | TC[WOS]:43 TC[Scopus]:56  IF:9.4/10.3 | Submit date：2018/10/30
Face Recognition  Linear Regression  Sparse Representation  Two Phase Sparse Representation  
A novel illumination-robust local descriptor based on sparse linear regression Journal article
Yang Zuodong, Wu Yong, Zhao Wenteng, Zhou Yicong, Lu Zongqing, Li Weifeng, Liao Qingmin. A novel illumination-robust local descriptor based on sparse linear regression[J]. Digital Signal Processing, 2016, 48, 269-275.
Authors:  Yang Zuodong;  Wu Yong;  Zhao Wenteng;  Zhou Yicong;  Lu Zongqing; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3 | Submit date：2018/12/21
Face Recognition  Illumination-insensitive Representation  Local Descriptor  Sparse Linear Regression  
Manifold-Based Sparse Representation for Hyperspectral Image Classification Journal article
Yuan Yan Tang, Haoliang Yuan, Luoqing Li. Manifold-Based Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(12), 7606 - 7618.
Authors:  Yuan Yan Tang;  Haoliang Yuan;  Luoqing Li
Favorite | TC[WOS]:102 TC[Scopus]:127 | Submit date：2018/10/30
Classification  Hyperspectral Image (Hsi)  Laplacian Eigenmap (Le)  Locally Linear Embedding (Lle)  Manifold Learning  Sparse Representation  
Spatial error concealment via model based coupled sparse representation Conference paper
Deming Zhai, Xianming Liu, Jiantao Zhou, Debin Zhao, Wen Gao. Spatial error concealment via model based coupled sparse representation[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2013.
Authors:  Deming Zhai;  Xianming Liu;  Jiantao Zhou;  Debin Zhao;  Wen Gao
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:4 | Submit date：2018/12/22
Adaptive Dictionary Learning  Coupled Sparse Representation  Linear Prediction Model  Spatial Error Concealment