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
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.
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
Real-World Applications of Genetic Algorithms
Language: en
Pages: 379
Authors: Olympia Roeva
Categories: Computers
Type: BOOK - Published: 2012-03-07 - Publisher: BoD – Books on Demand

GET EBOOK

The book addresses some of the most recent issues, with the theoretical and methodological aspects, of evolutionary multi-objective optimization problems and th
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