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portada Person Re-Identification
Type
Physical Book
Publisher
Author
Language
English
Pages
445
Format
Paperback
ISBN13
9781447170631
Categories

Person Re-Identification

Gong, Shaogang ; Cristani, Marco ; Yan, Shuicheng (Author) · Springer · Paperback

Person Re-Identification - Gong, Shaogang ; Cristani, Marco ; Yan, Shuicheng

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Synopsis "Person Re-Identification"

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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The book is written in English.

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The binding of this edition is Paperback.

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