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Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tang,Jialin;  Su,Qinglang;  Su,Binghua;  Fong,Simon;  Cao,Wei;  Gong,Xueyuan
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/09
Convolutional Neural Networks (CNN)  Ensemble learning  Face recognition  Local Binary Patterns (LBP)  
Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 41-42,Page: 30861-30881
Authors:  Hu,Ke;  Huang,Guoheng;  Yang,Ying;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Face inpainting  Facial expression recognition  Gradient calculation  Heterogeneous soft partition  Symmetric SURF  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Data driven  face recognition  imbalanced classification  spare supervised representation-based classifier (SSRC)  sparse representation-based classification (SRC)  
Deep cascade model-based face recognition: When deep-layered learning meets small data Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 1016-1029
Authors:  Zhang,Lei;  Liu,Ji;  Zhang,Bob;  Zhang,David;  Zhu,Ce
Favorite |  | TC[WOS]:8 TC[Scopus]:19 | Submit date:2021/03/11
corruption  Deep cascade model  face recognition  representation learning  softmax vector  
Robust joint representation with triple local feature for face recognition with single sample per person Journal article
Knowledge-Based Systems, 2019,Volume: 181
Authors:  Wang,Xing;  Zhang,Bob;  Yang,Meng;  Ke,Kangyin;  Zheng,Weishi
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/11
Face recognition  Robust joint representation  Single sample per person  Triple local feature  
Robust collaborative representation-based classification via regularization of truncated total least squares Journal article
Neural Computing and Applications, 2019,Volume: 31,Issue: 10,Page: 5689-5697
Authors:  Zeng,Shaoning;  Zhang,Bob;  Lan,Yuandong;  Gou,Jianping
Favorite |  | TC[WOS]:7 TC[Scopus]:6 | Submit date:2021/03/11
Collaborative representation  Face recognition  Regularization  Truncated total least squares  
Generalized compressed sensing with QR-based vision matrix learning for face recognition under natural scenes Journal article
Signal Processing: Image Communication, 2019,Volume: 77,Page: 11-19
Authors:  Liu,Ji xin;  Han,Guang;  Sun,Ning;  Li,Xiao fei;  Gong,Zhi guo;  Sun,Quan sen
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Face recognition  Generalized compressed sensing  Low density parity check code matrix  QR-based vision matrix learning  
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 4,Page: 1191-1204
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite |  | TC[WOS]:53 TC[Scopus]:79 | Submit date:2021/03/09
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  nonlinear function approximation  time-variant big data modeling  universal approximation  
From grayscale to color: Quaternion linear regression for color face recognition Journal article
IEEE Access, 2019,Volume: 7,Page: 154131-154140
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Dong,Li;  Zheng,Xianwei;  Tang,Yuan Yan
Favorite |  | TC[WOS]:2 TC[Scopus]:5 | Submit date:2021/03/11
color image  face recognition  linear regression  Quaternion representation  
Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite |  | TC[WOS]:9 TC[Scopus]:16 | Submit date:2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca