Produktnummer:
18a37a0ce5bde24881bb2317c74a65e46a
| Themengebiete: | 3D Computer Vision Active Learning Attribute Learning Behavioral Biometrics Big Data Search Context-Aware Recognition Data Fusion Data Mining Distributed Camera Networks Human Recognition |
|---|---|
| Veröffentlichungsdatum: | 16.01.2014 |
| EAN: | 9781447162957 |
| Sprache: | Englisch |
| Seitenzahl: | 445 |
| Produktart: | Gebunden |
| Herausgeber: | Cristani, Marco Gong, Shaogang Loy, Chen Change Yan, Shuicheng |
| Verlag: | Springer London |
Produktinformationen "Person Re-Identification"
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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