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Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 12, 页码: 2827-2840
作者:  Huang, Zhiwu;  Wang, Ruiping;  Shan, Shiguang;  Van Gool, Luc;  Chen, Xilin
收藏  |  浏览/下载:90/0  |  提交时间:2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric learning  
Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 10, 页码: 2513-2523
作者:  Huang, Zhiwu;  Wang, Ruiping;  Li, Xianqiu;  Liu, Wenxian;  Shan, Shiguang;  Van Gool, Luc;  Chen, Xilin
收藏  |  浏览/下载:80/0  |  提交时间:2019/04/03
Discriminative SPD matrices  Riemannian geometry  SPD manifold  geometry-aware SPD similarity learning  PSD manifold  
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 151-163
作者:  Wang, Wen;  Wang, Ruiping;  Huang, Zhiwu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution  
Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 12, 页码: 5920-5932
作者:  Liu, Mengyi;  Shan, Shiguang;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载:49/0  |  提交时间:2019/12/13
Facial expression recognition  universal manifold model  Riemannian manifold  discriminant Learning  expressionlets  
Denoising Laplacian multi-layer extreme learning machine 期刊论文
NEUROCOMPUTING, 2016, 卷号: 171, 页码: 1066-1074
作者:  Zhang, Nan;  Ding, Shifei;  Shi, Zhongzhi
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/13
Extreme learning machine  Semi-supervised learning  Deep learning  Denoising  Manifold regularization  
Manifold Constrained Transfer of Facial Geometric Knowledge for 3D Caricature Reconstruction 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2013, 卷号: 28, 期号: 3, 页码: 479
作者:  Liu JunFa;  He WenJing;  Chen Tao;  Chen YiQiang
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
DIMENSIONALITY REDUCTION  SHAPE  3D reconstruction  caricature  machine learning  manifold transfer  
Maximal Linear Embedding for Dimensionality Reduction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2011, 卷号: 33, 期号: 9, 页码: 1776-1792
作者:  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin;  Chen, Jie;  Gao, Wen
收藏  |  浏览/下载:71/0  |  提交时间:2019/12/16
Dimensionality reduction  manifold learning  maximal linear patch  landmarks-based global alignment