Person Re-Identification

丛 书 名：Advances in Computer Vision and Pattern Recognition

版本说明：1

作     者：Shaogang Gong, Marco Cristani, Chen Change Loy (auth.), Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy (eds.) 

I S B N：(纸本) 9781447162957;9781447162964 

出 版 社：Springer-Verlag London 

出 版 年：2014年

页      数：446页

主 题 词：Pattern recognition systems. Computer vision. Video surveillance. Biometric identification. Digital video. 

学科分类：1305[艺术学-设计学（可授艺术学、工学学位）] 13[艺术学] 081104[工学-模式识别与智能系统] 08[工学] 0804[工学-仪器科学与技术] 081101[工学-控制理论与控制工程] 0811[工学-控制科学与工程] 

摘      要：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.