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portada Visual Object Tracking with Deep Neural Networks
Type
Physical Book
Publisher
Author
Language
English
Pages
208
Format
Hardcover
Dimensions
24.4x17x1.3 cm
Weight
0.53 kg.
ISBN13
9781789851571
Categories

Visual Object Tracking with Deep Neural Networks

Ramakrishnan, Srinivasan ; Mazzeo, Pier Luigi ; Spagnolo, Paolo (Author) · Intechopen · Hardcover

Visual Object Tracking with Deep Neural Networks - Ramakrishnan, Srinivasan ; Mazzeo, Pier Luigi ; Spagnolo, Paolo

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Synopsis "Visual Object Tracking with Deep Neural Networks"

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.

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