Person Re-Identification (Advances in Computer Vision and Pattern Recognition)

  • 出版商: Springer
  • 出版日期: 2014-01-16
  • 售價: $4,690
  • 貴賓價: 9.5$4,456
  • 語言: 英文
  • 頁數: 445
  • 裝訂: Hardcover
  • ISBN: 1447162951
  • ISBN-13: 9781447162957
  • 相關分類: Computer Vision 電腦視覺

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商品描述

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.