عنوان

Person re-identification /

شابک

1447162951

شابک

144716296X

شابک

9781447162957

شابک

9781447162964

شابک اشتباه

9781447162957

شماره

dltt

عنوان اصلي

Person re-identification /

نام عام مواد

[Book]

نام نخستين پديدآور

Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy, editors

نام خاص و کميت اثر

1 online resource (xviii, 445 pages) :

ساير جزييات

illustrations (some color).

عنوان فروست

Advances in Computer Vision and Pattern Recognition,

شاپا ي ISSN فروست

2191-6586

متن يادداشت

Includes index

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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

بدون عنوان

0

متن يادداشت

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

عنوان

Person re-identification.

شماره استاندارد بين المللي پياييندها

2191-6586

شماره استاندارد بين المللي کتاب و موسيقي

9781447162957

موضوع مستند نشده

Biometric identification.

موضوع مستند نشده

Computer vision.

موضوع مستند نشده

Digital video.

موضوع مستند نشده

Pattern recognition systems.

موضوع مستند نشده

Video surveillance.

موضوع مستند نشده

Artificial Intelligence (incl. Robotics)

موضوع مستند نشده

Computer Science.

موضوع مستند نشده

Image Processing and Computer Vision.

موضوع مستند نشده

Information Systems Applications (incl. Internet)

موضوع مستند نشده

Math Applications in Computer Science.

موضوع مستند نشده

Pattern Recognition.

موضوع مستند نشده

User Interfaces and Human Computer Interaction.

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

COM012000

موضوع مستند نشده

COM016000

موضوع مستند نشده

UYQV

موضوع مستند نشده

UYT

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Gong, Shaogang

مستند نام تنالگان تاييد نشده

Ohio Library and Information Network.

تاريخ عمليات

20150224074418.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y