Visual Object Tracking with Deep Neural Networks

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Visual Object Tracking with Deep Neural Networks is written by Pier Luigi Mazzeo and published by BoD – Books on Demand. It's available with International Standard Book Number or ISBN identification 1789851572 (ISBN 10) and 9781789851571 (ISBN 13).

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.