Visual Object Tracking with Deep Neural Networks

Visual Object Tracking with Deep Neural Networks
Author :
Publisher : BoD – Books on Demand
Total Pages : 208
Release :
ISBN-10 : 9781789851571
ISBN-13 : 1789851572
Rating : 4/5 (572 Downloads)

Book Synopsis Visual Object Tracking with Deep Neural Networks by : Pier Luigi Mazzeo

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.


Visual Object Tracking with Deep Neural Networks Related Books

Visual Object Tracking with Deep Neural Networks
Language: en
Pages: 208
Authors: Pier Luigi Mazzeo
Categories: Computers
Type: BOOK - Published: 2019-12-18 - Publisher: BoD – Books on Demand

GET EBOOK

Visual object tracking (VOT) and face recognition (FR) are essential tasks in computer vision with various real-world applications including human-computer inte
Visual Object Tracking using Deep Learning
Language: en
Pages: 216
Authors: Ashish Kumar
Categories: Technology & Engineering
Type: BOOK - Published: 2023-11-20 - Publisher: CRC Press

GET EBOOK

This book covers the description of both conventional methods and advanced methods. In conventional methods, visual tracking techniques such as stochastic, dete
Visual Object Tracking from Correlation Filter to Deep Learning
Language: en
Pages: 202
Authors: Weiwei Xing
Categories: Computers
Type: BOOK - Published: 2021-11-18 - Publisher: Springer Nature

GET EBOOK

The book focuses on visual object tracking systems and approaches based on correlation filter and deep learning. Both foundations and implementations have been
Deep Learning for Computer Vision
Language: en
Pages: 564
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2019-04-04 - Publisher: Machine Learning Mastery

GET EBOOK

Step-by-step tutorials on deep learning neural networks for computer vision in python with Keras.
Deep Learning for Computer Vision
Language: en
Pages: 304
Authors: Rajalingappaa Shanmugamani
Categories: Computers
Type: BOOK - Published: 2018-01-23 - Publisher: Packt Publishing Ltd

GET EBOOK

Learn how to model and train advanced neural networks to implement a variety of Computer Vision tasks Key Features Train different kinds of deep learning model