Human Re-Identification (Repost)
Ziyan Wu, "Human Re-Identification"
English | 2016 | ISBN: 3319409905 | PDF | pages: 107 | 4.8 mb
English | 2016 | ISBN: 3319409905 | PDF | pages: 107 | 4.8 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.