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books
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Person Re-Identification
Edited by Shaogang Gong, Edited by Marco Cristani, Edited by Shuicheng Yan, Edited by Chen Change Loy
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| book 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.
| product details |
Normally shipped |
Publisher | Springer London Ltd
Published date | 27 Aug 2016
Language |
Format | Paperback / softback
Pages | 445
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-1-4471-7063-1
Readership Age |
BISAC | computers / computer vision
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Mason Coile
Paperback / softback
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