Human Re-Identification
Wu, Ziyan
Human Re-Identification by Ziyan Wu - Cham Springer International Publishing 2016 - 1 recurso en línea (XV, 104 p.) 40 ilustraciones - Multimedia Systems and Applications .
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.
9783319409917
Visión por ordenador
TA1634 / .W895 2016 EB
006.6 006.37
Human Re-Identification by Ziyan Wu - Cham Springer International Publishing 2016 - 1 recurso en línea (XV, 104 p.) 40 ilustraciones - Multimedia Systems and Applications .
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.
9783319409917
Visión por ordenador
TA1634 / .W895 2016 EB
006.6 006.37