ENGLISH

Person Re-Identification

By Shaogang Gong , Shuicheng Yan , Marco Cristani , Chen Change Loy (auth.) , Chen Change Loy (eds.)

Book information

Publisher
Springer-Verlag London
Year
2014
ISBN
978-1-4471-6295-7, 978-1-4471-6296-4
DOI
10.1007/978-1-4471-6296-4
Language
english
Format
PDF
Filesize
17 MB (17657362 bytes)
Series
Advances in Computer Vision and Pattern Recognition
Edition
1
Pages
445\446
Time added
2014-02-12 18:00:00
Image Processing and Computer Vision; Pattern Reco

Description

The first book of its kind dedicated to the challenge of person re-identification, this text provides an in-depth, multidisciplinary discussion of recent developments and state-of-the-art methods. Features: introduces examples of robust feature representations, reviews salient feature weighting and selection mechanisms and examines the benefits of semantic attributes; describes how to segregate meaningful body parts from background clutter; examines the use of 3D depth images and contextual constraints derived from the visual appearance of a group; reviews approaches to feature transfer function and distance metric learning and discusses potential solutions to issues of data scalability and identity inference; investigates the limitations of existing benchmark datasets, presents strategies for camera topology inference and describes techniques for improving post-rank search efficiency; explores the design rationale and implementation considerations of building a practical re-identification system.

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