Visual Object Tracking from Correlation Filter to Deep Learning

Visual Object Tracking from Correlation Filter to Deep Learning

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Nov 19, 2021 · English · Hardcover (207 pages)
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Book Details

Format Hardcover
Pages 207
Language English
Published Nov 19, 2021
Publisher Springer
ISBN-10 981166241X
ISBN-13 9789811662416

Description

This book presents a comprehensive exploration of visual object tracking, showcasing the evolution from traditional correlation filter methods to advanced deep learning techniques. It delves into the fundamental principles and algorithms that underpin these systems, providing readers with a solid understanding of the technological landscape.

Through in-depth discussions and practical examples, the authors highlight the challenges and breakthroughs within the field. By integrating case studies and innovative research findings, the book not only serves as a valuable resource for academics and practitioners but also inspires future advancements in visual tracking technology.

Genres

Science & Technology
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