TY  - BOOK
AU  - Wu,Ziyan
ED  - SpringerLink (Online service)
TI  - Human Re-Identification
T2  - Multimedia Systems and Applications
SN  - 9783319409917
AV  - TA1637-1638 
U1  - 006.6 23
PY  - 2016///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Computer science
KW  - Computer communication systems
KW  - Multimedia information systems
KW  - Artificial intelligence
KW  - Image processing
KW  - Computer Science
KW  - Image Processing and Computer Vision
KW  - Artificial Intelligence (incl. Robotics)
KW  - Multimedia Information Systems
KW  - Computer Communication Networks
N1  - 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
N2  - 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 building a robust, reliable, distributed and scalable smart surveillance system that can be deployed in real-world scenarios. This book also includes detailed discussions on pedestrian candidates detection, discriminative feature extraction and selection, dimension reduction, distance/metric learning, and decision/ranking enhancement. This book is intended for professionals and researchers working in computer vision and machine learning. Advanced-level students of computer science will also find the content valuable
UR  - http://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-319-40991-7
ER  -