Human Re-Identification (Multimedia Systems and Applications)
Human Re-Identification (Multimedia Systems and Applications)
Ziyan Wu | 2016 | EPUB, PDF(conv) | ISBN: 3319409905 | 104 pages | 3 Mb, 5 Mb
Ziyan Wu | 2016 | EPUB, PDF(conv) | ISBN: 3319409905 | 104 pages | 3 Mb, 5 Mb
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.