Visual Object Tracking with Deep Neural Networks
Author | : Pier Luigi Mazzeo |
Publisher | : BoD – Books on Demand |
Total Pages | : 208 |
Release | : 2019-12-18 |
ISBN-10 | : 9781789851571 |
ISBN-13 | : 1789851572 |
Rating | : 4/5 (71 Downloads) |
Download or read book Visual Object Tracking with Deep Neural Networks written by Pier Luigi Mazzeo and published by BoD – Books on Demand. This book was released on 2019-12-18 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.