The Resource Person re-identification, Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy, editors

Person re-identification, Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy, editors

Label
Person re-identification
Title
Person re-identification
Statement of responsibility
Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy, editors
Contributor
Editor
Subject
Genre
Language
eng
Summary
Re-identification offers a useful tool for non-invasive biometric validation, surveillance, and human-robot interaction in a broad range of applications from crowd traffic management to personalised healthcare. This comprehensive volume is the first work of its kind dedicated to addressing the challenge of Person Re-Identification, presenting insights from an international selection of leading authorities in the field. Taking a strongly multidisciplinary approach, the text provides an in-depth discussion of recent developments and state-of-the-art methods drawn from the computer vision, pattern recognition and machine learning communities, embracing both fundamental research and practical applications. Topics and 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 This timely collection will be of great interest to academics, industrial researchers and postgraduates involved in computer vision and machine learning, database image retrieval, big data mining, and search engines, as well as to developers keen to exploit this emerging technology for commercial applications
Member of
Cataloging source
GW5XE
Dewey number
006.4
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TK7882.P3
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Gong, Shaogang
Series statement
Advances in Computer Vision and Pattern Recognition,
http://library.link/vocab/subjectName
  • Pattern recognition systems
  • Computer vision
  • Video surveillance
  • Biometric identification
  • Digital video
  • COMPUTERS
  • Biometric identification
  • Computer vision
  • Digital video
  • Pattern recognition systems
  • Video surveillance
Label
Person re-identification, Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-1-4471-6296-4
Instantiates
Publication
Note
Includes index
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Re-identification by Covariance Descriptors
  • Sławomir Bąk and François Brémond
  • Attributes-Based Re-identification
  • Ryan Layne, Timothy M. Hospedales and Shaogang Gong
  • Person Re-identification by Attribute-Assisted Clothes Appearance
  • Annan Li, Luoqi Liu and Shuicheng Yan
  • Person Re-identification by Articulated Appearance Matching
  • Dong Seon Cheng and Marco Cristani
  • One-Shot Person Re-identification with a Consumer Depth Camera
  • Matteo Munaro, Andrea Fossati, Alberto Basso, Emanuele Menegatti and Luc Van Gool
  • The Re-identification Challenge
  • Group Association: Assisting Re-identification by Visual Context
  • Wei-Shi Zheng, Shaogang Gong and Tao Xiang
  • Evaluating Feature Importance for Re-identification
  • Chunxiao Liu, Shaogang Gong, Chen Change Loy and Xinggang Lin
  • Part II.
  • Matching and Distance Metric
  • Learning Appearance Transfer for Person Re-identification
  • Tamar Avraham and Michael Lindenbaum
  • Mahalanobis Distance Learning for Person Re-identification
  • Peter M. Roth, Martin Hirzer, Martin Köstinger, Csaba Beleznai and Horst Bischof
  • Shaogang Gong, Marco Cristani, Chen Change Loy and Timothy M. Hospedales
  • Dictionary-Based Domain Adaptation Methods for the Re-identification of Faces
  • Qiang Qiu, Jie Ni and Rama Chellappa
  • From Re-identification to Identity Inference: Labeling Consistency by Local Similarity Constraints
  • Svebor Karaman, Giuseppe Lisanti, Andrew D. Bagdanov and Alberto Del Bimbo
  • Re-identification for Improved People Tracking
  • François Fleuret, Horesh Ben Shitrit and Pascal Fua
  • Part III.
  • Evaluation and Application
  • Benchmarking for Person Re-identification
  • Roberto Vezzani and Rita Cucchiara
  • Part I.
  • Person Re-identification: System Design and Evaluation Overview
  • Xiaogang Wang and Rui Zhao
  • People Search with Textual Queries About Clothing Appearance Attributes
  • Riccardo Satta, Federico Pala, Giorgio Fumera and Fabio Roli
  • Large-Scale Camera Topology Mapping: Application to Re-identification
  • Anthony Dick, Anton van den Hengel and Henry Detmold
  • Scalable Multi-camera Tracking in a Metropolis
  • Yogesh Raja and Shaogang Gong
  • Features and Representations
  • Discriminative Image Descriptors for Person Re-identification
  • Bingpeng Ma, Yu Su and Frédéric Jurie
  • SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local Features
  • Loris Bazzani, Marco Cristani and Vittorio Murino
  • The Re-Identification Challenge -- Part I: Features and Representations -- Discriminative Image Descriptors for Person Re-Identification -- SDALF -- Re-Identification by Covariance Descriptors -- Attributes-Based Re-Identification -- Person Re-Identification by Attribute-Assisted Clothes Appearance -- Person Re-Identification by Articulated Appearance Matching -- One-Shot Person Re-Identification with a Consumer Depth Camera -- Group Association -- Evaluating Feature Importance for Re-Identification -- Part II: Matching and Distance Metric -- Learning Appearance Transfer for Person Re-Identification -- Mahalanobis Distance Learning for Person Re-Identification -- Dictionary-Based Domain Adaptation Methods for the Re-Identification of Faces -- From Re-Identification to Identity Inference -- Re-Identification for Improved People Tracking -- Part III: Evaluation and Application -- Benchmarking for Person Re-Identification -- Person Re-Identification -- People Search with Textual Queries about Clothing Appearance Attributes -- Large Scale Camera Topology Mapping -- Scalable Multi-Camera Tracking in a Metropolis
Dimensions
unknown
Extent
1 online resource (xviii, 445 pages)
File format
unknown
Form of item
online
Isbn
9781447162964
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-1-4471-6296-4
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)869216943
  • (OCoLC)ocn869216943
Label
Person re-identification, Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-1-4471-6296-4
Publication
Note
Includes index
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Re-identification by Covariance Descriptors
  • Sławomir Bąk and François Brémond
  • Attributes-Based Re-identification
  • Ryan Layne, Timothy M. Hospedales and Shaogang Gong
  • Person Re-identification by Attribute-Assisted Clothes Appearance
  • Annan Li, Luoqi Liu and Shuicheng Yan
  • Person Re-identification by Articulated Appearance Matching
  • Dong Seon Cheng and Marco Cristani
  • One-Shot Person Re-identification with a Consumer Depth Camera
  • Matteo Munaro, Andrea Fossati, Alberto Basso, Emanuele Menegatti and Luc Van Gool
  • The Re-identification Challenge
  • Group Association: Assisting Re-identification by Visual Context
  • Wei-Shi Zheng, Shaogang Gong and Tao Xiang
  • Evaluating Feature Importance for Re-identification
  • Chunxiao Liu, Shaogang Gong, Chen Change Loy and Xinggang Lin
  • Part II.
  • Matching and Distance Metric
  • Learning Appearance Transfer for Person Re-identification
  • Tamar Avraham and Michael Lindenbaum
  • Mahalanobis Distance Learning for Person Re-identification
  • Peter M. Roth, Martin Hirzer, Martin Köstinger, Csaba Beleznai and Horst Bischof
  • Shaogang Gong, Marco Cristani, Chen Change Loy and Timothy M. Hospedales
  • Dictionary-Based Domain Adaptation Methods for the Re-identification of Faces
  • Qiang Qiu, Jie Ni and Rama Chellappa
  • From Re-identification to Identity Inference: Labeling Consistency by Local Similarity Constraints
  • Svebor Karaman, Giuseppe Lisanti, Andrew D. Bagdanov and Alberto Del Bimbo
  • Re-identification for Improved People Tracking
  • François Fleuret, Horesh Ben Shitrit and Pascal Fua
  • Part III.
  • Evaluation and Application
  • Benchmarking for Person Re-identification
  • Roberto Vezzani and Rita Cucchiara
  • Part I.
  • Person Re-identification: System Design and Evaluation Overview
  • Xiaogang Wang and Rui Zhao
  • People Search with Textual Queries About Clothing Appearance Attributes
  • Riccardo Satta, Federico Pala, Giorgio Fumera and Fabio Roli
  • Large-Scale Camera Topology Mapping: Application to Re-identification
  • Anthony Dick, Anton van den Hengel and Henry Detmold
  • Scalable Multi-camera Tracking in a Metropolis
  • Yogesh Raja and Shaogang Gong
  • Features and Representations
  • Discriminative Image Descriptors for Person Re-identification
  • Bingpeng Ma, Yu Su and Frédéric Jurie
  • SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local Features
  • Loris Bazzani, Marco Cristani and Vittorio Murino
  • The Re-Identification Challenge -- Part I: Features and Representations -- Discriminative Image Descriptors for Person Re-Identification -- SDALF -- Re-Identification by Covariance Descriptors -- Attributes-Based Re-Identification -- Person Re-Identification by Attribute-Assisted Clothes Appearance -- Person Re-Identification by Articulated Appearance Matching -- One-Shot Person Re-Identification with a Consumer Depth Camera -- Group Association -- Evaluating Feature Importance for Re-Identification -- Part II: Matching and Distance Metric -- Learning Appearance Transfer for Person Re-Identification -- Mahalanobis Distance Learning for Person Re-Identification -- Dictionary-Based Domain Adaptation Methods for the Re-Identification of Faces -- From Re-Identification to Identity Inference -- Re-Identification for Improved People Tracking -- Part III: Evaluation and Application -- Benchmarking for Person Re-Identification -- Person Re-Identification -- People Search with Textual Queries about Clothing Appearance Attributes -- Large Scale Camera Topology Mapping -- Scalable Multi-Camera Tracking in a Metropolis
Dimensions
unknown
Extent
1 online resource (xviii, 445 pages)
File format
unknown
Form of item
online
Isbn
9781447162964
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-1-4471-6296-4
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)869216943
  • (OCoLC)ocn869216943

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