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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.

Détails
Auteur
Marco  Cristani , Shaogang  Gong , Chen Change  Loy ,   Marco Cristani , Shuicheng  Yan
Marque
Springer
Collection
Advances in Computer Vision and Pattern Recognition
Parution
2014-01-03
Pages
445 pages
EAN papier
9781447162957
Langue
Anglais
Informations ebook
EAN EPUB
9781447162964
Prix
94,94 €
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Nb pages copiables 4
Nb pages imprimables 44
Taille du fichier 12452 Ko
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