PCCA: A new approach for distance learning from sparse pairwise constraints
DOI: 10.1109/CVPR.2012.6247987
关键词: Pairwise comparison 、 Face (geometry) 、 Facial recognition system 、 Projection (set theory) 、 Clustering high-dimensional data 、 Kernel (linear algebra) 、 Artificial intelligence 、 Pattern recognition 、 Data point 、 Generalization 、 Mathematics
摘要: … metric learning algorithm applicable when only a sparse set of pairwise similarity constraints on high-dimensional data … In other words we are interested in problems where similarity …
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hal.science 参考文章(33)
Hai Tao, Shane Brennan, Douglas Gray, Evaluating Appearance Models for Recognition, Reacquisition, and Tracking ,(2007)
Hieu V Nguyen, Li Bai, None, Cosine similarity metric learning for face verification asian conference on computer vision. pp. 709- 720 ,(2010) , 10.1007/978-3-642-19309-5_55
Douglas Gray, Hai Tao, Viewpoint Invariant Pedestrian Recognition with an Ensemble of Localized Features european conference on computer vision. pp. 262- 275 ,(2008) , 10.1007/978-3-540-88682-2_21
Tong Zhang, Frank J. Oles, Text Categorization Based on Regularized Linear Classification Methods Information Retrieval. ,vol. 4, pp. 5- 31 ,(2001) , 10.1023/A:1011441423217
Samy Bengio, Uri Shalit, Varun Sharma, Gal Chechik, Large Scale Online Learning of Image Similarity Through Ranking Journal of Machine Learning Research. ,vol. 11, pp. 1109- 1135 ,(2010)
Marwan Mattar, Tamara Berg, Gary B. Huang, Eric Learned-Miller, Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments Workshop on Faces in 'Real-Life' Images: Detection, Alignment, and Recognition. ,(2008)
Ivor W. Tsang, James T. Kwok, Learning with idealized kernels international conference on machine learning. ,vol. 1, pp. 400- 407 ,(2003)
Zhimin Cao, Qi Yin, Xiaoou Tang, Jian Sun, Face recognition with learning-based descriptor computer vision and pattern recognition. pp. 2707- 2714 ,(2010) , 10.1109/CVPR.2010.5539992
Wei-Shi Zheng, Shaogang Gong, Tao Xiang, Person re-identification by probabilistic relative distance comparison CVPR 2011. pp. 649- 656 ,(2011) , 10.1109/CVPR.2011.5995598
P.Jonathon Phillips, Harry Wechsler, Jeffery Huang, Patrick J. Rauss, The FERET database and evaluation procedure for face-recognition algorithms Image and Vision Computing. ,vol. 16, pp. 295- 306 ,(1998) , 10.1016/S0262-8856(97)00070-X