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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：97/0  |  提交时间：2019/08/16
Riemannian manifold  video-based face recognition  cross Euclidean-to-Riemannian metric learning  
Fusing magnitude and phase features with multiple face models for robust face recognition 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2018, 卷号: 12, 期号: 6, 页码: 1173-1191
作者:  Li, Yan;  Shan, Shiguang;  Wang, Ruiping;  Cui, Zhen;  Chen, Xilin
收藏  |  浏览/下载：103/0  |  提交时间：2019/04/03
face recognition  fisher discriminant analysis  fusion  Gabor magnitude feature  multiple face models  spatial pyramid based local phase quantization  
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：96/0  |  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：54/0  |  提交时间：2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution  
VIPLFaceNet: an open source deep face recognition SDK 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2017, 卷号: 11, 期号: 2, 页码: 208-218
作者:  Liu, Xin;  Kan, Meina;  Wu, Wanglong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/12
deep learning  face recognition  open source  VIPLFaceNet  
Spatial Pyramid Covariance-Based Compact Video Code for Robust Face Retrieval in TV-Series 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 12, 页码: 5905-5919
作者:  Li, Yan;  Wang, Ruiping;  Cui, Zhen;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：57/0  |  提交时间：2019/12/13
Face video retrieval  covariance matrix  spatial pyramid covariance  compact video code  binary code 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：54/0  |  提交时间：2019/12/13
Facial expression recognition  universal manifold model  Riemannian manifold  discriminant Learning  expressionlets  
Deep and Structured Robust Information Theoretic Learning for Image Analysis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 9, 页码: 4209-4221
作者:  Deng, Yue;  Bao, Feng;  Deng, Xuesong;  Wang, Ruiping;  Kong, Youyong;  Dai, Qionghai
收藏  |  浏览/下载：51/0  |  提交时间：2019/12/13
Data embedding  mutual information  deep learning  structured-sparse learning  image classification  brain MRI segmentation  
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：50/0  |  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：50/0  |  提交时间：2019/12/13
Expression prototype  Simile representation  Grassmann manifold  Spontaneous expression recognition