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Gong, Shaogang

Person Re-Identification

Gong, Shaogang - Person Re-Identification, ebook

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ISBN: 9781447162964
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Table of contents

1. The Re-identification Challenge
Shaogang Gong, Marco Cristani, Chen Change Loy, Timothy M. Hospedales

Part I. Features and Representations

2. Discriminative Image Descriptors for Person Re-identification
Bingpeng Ma, Yu Su, Frédéric Jurie

3. SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local Features
Loris Bazzani, Marco Cristani, Vittorio Murino

4. Re-identification by Covariance Descriptors
Sławomir Bąk, François Brémond

5. Attributes-Based Re-identification
Ryan Layne, Timothy M. Hospedales, Shaogang Gong

6. Person Re-identification by Attribute-Assisted Clothes Appearance
Annan Li, Luoqi Liu, Shuicheng Yan

7. Person Re-identification by Articulated Appearance Matching
Dong Seon Cheng, Marco Cristani

8. One-Shot Person Re-identification with a Consumer Depth Camera
Matteo Munaro, Andrea Fossati, Alberto Basso, Emanuele Menegatti, Luc Van Gool

9. Group Association: Assisting Re-identification by Visual Context
Wei-Shi Zheng, Shaogang Gong, Tao Xiang

10. Evaluating Feature Importance for Re-identification
Chunxiao Liu, Shaogang Gong, Chen Change Loy, Xinggang Lin

Part II. Matching and Distance Metric

11. Learning Appearance Transfer for Person Re-identification
Tamar Avraham, Michael Lindenbaum

12. Mahalanobis Distance Learning for Person Re-identification
Peter M. Roth, Martin Hirzer, Martin Köstinger, Csaba Beleznai, Horst Bischof

13. Dictionary-Based Domain Adaptation Methods for the Re-identification of Faces
Qiang Qiu, Jie Ni, Rama Chellappa

14. From Re-identification to Identity Inference: Labeling Consistency by Local Similarity Constraints
Svebor Karaman, Giuseppe Lisanti, Andrew D. Bagdanov, Alberto Del Bimbo

15. Re-identification for Improved People Tracking
François Fleuret, Horesh Ben Shitrit, Pascal Fua

Part III. Evaluation and Application

16. Benchmarking for Person Re-identification
Roberto Vezzani, Rita Cucchiara

17. Person Re-identification: System Design and Evaluation Overview
Xiaogang Wang, Rui Zhao

18. People Search with Textual Queries About Clothing Appearance Attributes
Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli

19. Large-Scale Camera Topology Mapping: Application to Re-identification
Anthony Dick, Anton van den Hengel, Henry Detmold

20. Scalable Multi-camera Tracking in a Metropolis
Yogesh Raja, Shaogang Gong

Keywords: Computer Science, Image Processing and Computer Vision, Pattern Recognition, Math Applications in Computer Science, Information Systems Applications (incl. Internet), User Interfaces and Human Computer Interaction, Artificial Intelligence (incl. Robotics)

Author(s)
 
 
 
Publisher
Springer
Publication year
2014
Language
en
Edition
2014
Series
Advances in Computer Vision and Pattern Recognition
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9781447162964

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