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Deep Heterogeneous Hashing for Face Video Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 1299-1312
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Face  Covariance matrices  Task analysis  Binary codes  Kernel  Manifolds  Feature extraction  Face video retrieval  deep heterogeneous hashing  Riemannian kernel mapping  structured matrix backpropagation  
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：77/0  |  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：71/0  |  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：41/0  |  提交时间：2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution  
Prototype Discriminative Learning for Image Set Classification 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2017, 卷号: 24, 期号: 9, 页码: 1318-1322
作者:  Wang, Wen;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/12
Discriminative learning  image set classification  prototype learning  
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：44/0  |  提交时间：2019/12/13
Facial expression recognition  universal manifold model  Riemannian manifold  discriminant Learning  expressionlets  
Video modeling and learning on Riemannian manifold for emotion recognition in the wild 期刊论文
JOURNAL ON MULTIMODAL USER INTERFACES, 2016, 卷号: 10, 期号: 2, 页码: 113-124
作者:  Liu, Mengyi;  Wang, Ruiping;  Li, Shaoxin;  Huang, Zhiwu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/13
Emotion recognition  Video modeling  Riemannian manifold  EmotiW challenge  
Learning prototypes and similes on Grassmann manifold for spontaneous expression recognition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 卷号: 147, 页码: 95-101
作者:  Liu, Mengyi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/13
Expression prototype  Simile representation  Grassmann manifold  Spontaneous expression recognition  
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：65/0  |  提交时间：2019/12/16
Dimensionality reduction  manifold learning  maximal linear patch  landmarks-based global alignment  
Optimization of a training set for more robust face detection 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 11, 页码: 2828-2840
作者:  Chen, Jie;  Chen, Xilin;  Yang, Jie;  Shan, Shiguang;  Wang, Ruiping;  Gao, Wen
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/16
Resampling  Genetic algorithm  Manifold  Face detection