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OPML: A one-pass closed-form solution for online metric learning

  • Published:2018-03 Issue: Volume:75 Page:302-314
  • ISSN:0031-3203
  • Container-title:Pattern Recognition
  • language:en
  • Short-container-title:Pattern Recognition

Author:

Li Wenbin,Gao Yang,Wang Lei,Zhou Luping,Huo Jing,Shi Yinghuan

Funder

National NSF of China

Australian Research Council (ARC)

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference41 articles.

1. Distance metric learning for large margin nearest neighbor classification;Weinberger,2005

2. Learning a mahalanobis distance metric for data clustering and classification;Xiang;Pattern Recognit.,2008

3. A boosting approach for supervised mahalanobis distance metric learning;Chang;Pattern Recognit.,2012

4. Local discriminative distance metrics ensemble learning;Mu;Pattern Recognit.,2013

5. Distance-based image classification: generalizing to new classes at near-zero cost;Mensink;IEEE Trans. Pattern Anal. Mach. Intell.,2013

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