Learning robust and discriminative low-rank representations for face recognition with occlusion
作者： Guangwei Gao , Jian Yang , Xiao-Yuan Jing , Fumin Shen , Wankou Yang
DOI: 10.1016/J.PATCOG.2016.12.021
关键词:
摘要: … face recognition scenarios where both training and testing image are corrupted duo to occlusions… For robust face recognition tasks, we particularly focus on the ubiquitous scenarios …
acm.org
sci-hub.se 参考文章(79)
Xinyi Cui, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas, Background Subtraction Using Low Rank and Group Sparsity Constraints Computer Vision – ECCV 2012. pp. 612- 625 ,(2012) , 10.1007/978-3-642-33718-5_44
Lei Luo, Jian Yang, Jianjun Qian, Ying Tai, Nuclear-L1 norm joint regression for face reconstruction and recognition with mixed noise Pattern Recognition. ,vol. 48, pp. 3811- 3824 ,(2015) , 10.1016/J.PATCOG.2015.06.012
Meng Yang, Pengfei Zhu, Feng Liu, Linlin Shen, None, Joint representation and pattern learning for robust face recognition Neurocomputing. ,vol. 168, pp. 70- 80 ,(2015) , 10.1016/J.NEUCOM.2015.06.013
Guangwei Gao, Jian Yang, Songsong Wu, Xiaoyuan Jing, Dong Yue, Bayesian sample steered discriminative regression for biometric image classification soft computing. ,vol. 37, pp. 48- 59 ,(2015) , 10.1016/J.ASOC.2015.07.034
Ran He, Yingya Zhang, Zhenan Sun, Qiyue Yin, Robust Subspace Clustering With Complex Noise IEEE Transactions on Image Processing. ,vol. 24, pp. 4001- 4013 ,(2015) , 10.1109/TIP.2015.2456504
Tianzhu Zhang, Bernard Ghanem, Si Liu, Narendra Ahuja, Low-rank sparse learning for robust visual tracking european conference on computer vision. pp. 470- 484 ,(2012) , 10.1007/978-3-642-33783-3_34
Jian Yang, Lei Luo, Jianjun Qian, Ying Tai, Fanlong Zhang, Yong Xu, Nuclear Norm Based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 39, pp. 156- 171 ,(2017) , 10.1109/TPAMI.2016.2535218
Oleg Kuybeda, Gabriel A. Frank, Alberto Bartesaghi, Mario Borgnia, Sriram Subramaniam, Guillermo Sapiro, A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography Journal of Structural Biology. ,vol. 181, pp. 116- 127 ,(2013) , 10.1016/J.JSB.2012.10.010
Bo Ma, Jianbing Shen, Yangbiao Liu, Hongwei Hu, Ling Shao, Xuelong Li, Visual Tracking Using Strong Classifier and Structural Local Sparse Descriptors IEEE Transactions on Multimedia. ,vol. 17, pp. 1818- 1828 ,(2015) , 10.1109/TMM.2015.2463221
Zhuolin Jiang, Zhe Lin, L. S. Davis, Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 35, pp. 2651- 2664 ,(2013) , 10.1109/TPAMI.2013.88