Human Re-Identification

• Main Author: Wu, Ziyan (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Multimedia Systems and Applications
• Subjects: Computer science.; Computer communication systems.; Multimedia information systems.; Artificial intelligence.; Image processing.; Computer Science.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Multimedia Information Systems.; Computer Communication Networks.

This book covers aspects of human re-identification problems related to computer vision and machine learning. Working from a practical perspective, it introduces novel algorithms and designs for human re-identification that bridge the gap between research and reality. The primary focus is on buildin...

Table of Contents:

• The Problem of Human re-identification
• Features and Signatures
• Multi-Object Tracking
• Surveillance Camera and its Calibration
• Calibrating a Surveillance Camera Network
• Learning Viewpoint Invariant Signatures
• Learning Subject-Discriminative Features
• Dimension Reduction with Random Projections
• Sample Selection for Multi-shot Human Reidentification
• Conclusions and Future Work.