Visual Object Tracking: An Evaluation Perspective by Xin Zhao, Shiyu Hu, Xu-Cheng Yin ISBN 9789819645589, 9819645581 instant download

Visual Object Tracking: An Evaluation Perspective by Xin Zhao, Shiyu Hu, Xu-Cheng Yin ISBN 9789819645589, 9819645581 instant download

Unlike traditional texts focusing on algorithmic performance or isolated datasets, this book offers a comprehensive framework that bridges theoretical principles with practical applications, emphasizing a cross-disciplinary approach, integrating neuroscientific insights, novel bench-marking techniques, and state-of-the-art algorithms.

The book provides a systematic exploration of visual object tracking (VOT), focusing on its core principles, algorithmic techniques, evaluation methodologies, and future development trends. The content is organized into five logical modules: Foundations of Visual Tracking (Part I), Experimental Environment (Part II), Task Executors (Part III), Evaluation Techniques (Part IV), and Future Trends and Outlook (Part V). The book introduces definitions, challenges, and key techniques of short-term, long-term, and global instance tracking tasks, offering practical applications across diverse scenarios. By integrating traditional methods, deep learning paradigms, and insights from human vision theories, it bridges foundational concepts and cutting-edge research in VOT.