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Person Re-Identification

Person Re-Identification

by Shaogang GongMarco Cristani Shuicheng Yan and others
Hardback
Publication Date: 04/01/2014
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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.
ISBN:
9781447162957
9781447162957
Category:
Pattern recognition
Format:
Hardback
Publication Date:
04-01-2014
Language:
English
Publisher:
Springer London Ltd
Country of origin:
United Kingdom
Pages:
445
Dimensions (mm):
235x155x25mm
Weight:
9kg

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