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Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass  
CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 144-158
作者:  Yu, Shikang;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Cross-modality synthesis  semi-supervised synthesis  cross-modality face recognition  generative adversarial networks  
PRDP: Person Reidentification With Dirty and Poor Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 13
作者:  Xu, Furong;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang
收藏  |  浏览/下载：22/0  |  提交时间：2022/06/21
Training  Noise measurement  Data models  Task analysis  Training data  Predictive models  Heuristic algorithms  Dirty  metric learning  person reidentification (ReID)  poor  
Multiset Feature Learning for Highly Imbalanced Data Classification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 1, 页码: 139-156
作者:  Jing, Xiao-Yuan;  Zhang, Xinyu;  Zhu, Xiaoke;  Wu, Fei;  You, Xinge;  Gao, Yang;  Shan, Shiguang;  Yang, Jing-Yu
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Highly imbalanced data classification  multiset feature learning  deep metric learning  generative adversarial network  cost-sensitive factor  weighted uncorrelated constraint  
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  
A fast and robust 3D face recognition approach based on deeply learned face representation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 363, 页码: 375-397
作者:  Cai, Ying;  Lei, Yinjie;  Yang, Menglong;  You, Zhisheng;  Shan, Shiguang
收藏  |  浏览/下载：281/0  |  提交时间：2019/12/10
3D face recognition  Deep learning  Face preprocessing  Multiple data augmentation  
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：74/0  |  提交时间：2019/12/10
Image retrieval  Hashing  Convolutional network  Contrastive loss  Triplet ranking loss  
Adaptive Metric Learning For Zero-Shot Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2019, 卷号: 26, 期号: 9, 页码: 1270-1274
作者:  Jiang, Huajie;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：75/0  |  提交时间：2019/12/10
Zero-shot learning  visual-semantic embedding  adaptive metric learning  
Attribute annotation on large-scale image database by active knowledge transfer 期刊论文
IMAGE AND VISION COMPUTING, 2018, 卷号: 78, 页码: 1-13
作者:  Jiang, Huajie;  Wang, Ruiping;  Li, Yan;  Liu, Haomiao;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：66/0  |  提交时间：2019/12/10
Attribute  Annotation  Relationship  Active learning  Transfer learning  
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