IEEE - Institute of Electrical and Electronics Engineers, Inc. - Unsupervised Cross-Dataset Transfer Learning for Person Re-identification

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Peixi Peng ; Tao Xiang ; Yaowei Wang ; Massimiliano Pontil ; Shaogang Gong ; Tiejun Huang ; Yonghong Tian
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 1,306 - 1,315
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.146
Regular:

Most existing person re-identification (Re-ID) approaches follow a supervised learning framework, in which a large number of labelled matching pairs are required for training. This severely limits... View More

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