Person Re-Identification
Format:
ISBN13: 9781447162964
|9781447162964
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Overview
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.
| ISBN-13 | 9781447162964 |
|---|---|
| ISBN-10 | 144716296X |
| List Price | $129.00 |
| Format | - |
|---|---|
| Language | English |
| Pages | xviii, 445 pages |
| Publisher | Not Avail |
| Published On | 2014-01-03 |
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