Visual Object Tracking with Deep Neural Networks

206 Seiten, Hardcover

Kurzbeschreibung des Verlags

Visual object tracking (VOT) and face recognition (FR) are essential tasks in computer vision with various real-world applications including human-computer interaction, autonomous vehicles, robotics, motion-based recognition, video indexing, surveillance and security. This book presents the state-of-the-art and new algorithms, methods, and systems of these research fields by using deep learning. It is organized into nine chapters across three sections. Section I discusses object detection and tracking ideas and algorithms; Section II examines applications based on re-identification challenges; and Section III presents applications based on FR research.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9781789851571
• Sprache: Englisch
• Erscheinungsdatum: 18.12.2019
• Größe: 266 x 185 mm
• Verlag: IntechOpen
• Herausgegeben von: Paolo Spagnolo, Srinivasan Ramakrishnan, Pier Luigi Mazzeo