Human Re-Identification

von Ziyan Wu

104 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Reihe: Multimedia Systems and Applications
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Sehen, Bildverstehen
• ISBN: 9783319409900
• Sprache: Englisch
• Erscheinungsdatum: 15.09.2016
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing