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Opis

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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Kategoria Knihy po anglicky Computing & information technology Computer science Mathematical theory of computation

• Pełny tytuł: Person Re-Identification
• Autor: Shaogang Gong, Marco Cristani, Shuicheng Yan
• Język: Angielski
• Oprawa: Miękka
• Liczba stron: 445
• EAN: 9781447170631
• ISBN: 1447170636
• ID: 13934744
• Wydawca: Springer London Ltd
• Waga: 7808 g
• Wymiary: 235 × 155 × 20 mm
• Data wydania: 27. August 2016

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