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What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 5, 页码: 1791-1807
作者:  Liu, Haomiao;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Cats  Prototypes  Visualization  Task analysis  Streaming media  Predictive models  Scalability  Interpretable model  visual attributes  convolutional neural network  classification criteria  
Learning Multifunctional Binary Codes for Personalized Image Retrieval 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2020, 页码: 20
作者:  Liu, Haomiao;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：57/0  |  提交时间：2020/12/10
Image retrieval  Multi-task learning  Hashing  
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：71/0  |  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  
Deep Supervised Hashing for Fast Image Retrieval 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 卷号: 127, 期号: 9, 页码: 1217-1234
作者:  Liu, Haomiao;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：83/0  |  提交时间：2019/12/10
Image retrieval  Hashing  Convolutional network  Contrastive loss  Triplet ranking loss  
Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 7, 页码: 1747-1760
作者:  Liang, Kongming;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：86/0  |  提交时间：2019/08/16
Attribute learning  zero-shot learning  image understanding  
Hierarchical Attention for Part-Aware Face Detection 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 卷号: 127, 期号: 6-7, 页码: 560-578
作者:  Wu, Shuzhe;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：95/0  |  提交时间：2019/08/16
Hierarchical attention  Face detection  Object detection  Deformation  Part-aware  
Deep memory and prediction neural network for video prediction 期刊论文
NEUROCOMPUTING, 2019, 卷号: 331, 页码: 235-241
作者:  Liu, Zhipeng;  Chai, Xiujuan;  Chen, Xilin
收藏  |  浏览/下载：68/0  |  提交时间：2019/04/03
Video prediction  Predictive error  Memory mechanism  Neural network  
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  
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：91/0  |  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  
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2597-2609
作者:  Han, Hu;  Jain, Anil K.;  Wang, Fang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：84/0  |  提交时间：2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning