Person Re-Identification

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  • Person Re-Identification Book Detail

  • Author : Shaogang Gong
  • Release Date : 2014-01-03
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 446
  • ISBN 13 : 144716296X
  • File Size : 89,89 MB

Person Re-Identification by Shaogang Gong PDF Summary

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.

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