Fundamentals of Image, Audio, and Video Processing Using MATLAB (R): With Applications to Pattern Recognition

Fundamentals of Image,Audio,and Video Processing Using MATLAB® provides a hands-on approach to learning media processing with MATLAB®, covering image, audio, and video processing concepts and applications. It covers fundamental concepts, demonstrates MATLAB® usage, and includes codes and Simulink examples for practical implementations. Ideal for students and researchers in image processing, speech and language processing, signal processing, video object detection and tracking, and related multimedia technologies.

Format: Paperback / softback
Length: 388 pages
Publication date: 01 October 2022
Publisher: Taylor & Francis Ltd

Fundamentals of Image,Audio,and Video Processing Using MATLAB® is a comprehensive guide that introduces the fundamental concepts and principles of media processing and its applications in pattern recognition. By adopting a hands-on approach through program implementations, the book aims to provide a solid foundation for understanding and utilizing the tools and techniques involved in reading, modifying, and writing image, audio, and video files using the powerful data analysis and visualization tool MATLAB®.

Key Features:

Comprehensive Coverage: The book covers a wide range of topics related to image, audio, and video processing, providing a comprehensive understanding of the fundamental concepts and techniques.

MATLAB® Integration: The book demonstrates the use of MATLAB® on solving problems in media processing, showcasing its versatility and efficiency in addressing various challenges.

Integration with Image Processing Toolbox, Audio System Toolbox, and Computer Vision Toolbox: The book discusses the important features of these toolboxes, which are essential for performing image processing, audio analysis, and computer vision tasks. MATLAB® codes are provided as answers to specific problems, allowing readers to apply the learned concepts directly.

Illustrations with Simulink: The book illustrates the use of Simulink for audio and video processing, providing a visual representation of the underlying algorithms and processes. Simulink is a powerful tool for designing and simulating complex systems, making it an invaluable resource for students and researchers in the field.

Spatio-Temporal and Frequency Domain Processing: The book covers processing techniques in both the Spatio-Temporal domain and the Frequency domain, providing a comprehensive understanding of media processing from different perspectives.

Ideal for Graduate and Post-Graduate Students: This book is designed as a perfect companion for graduate and post-graduate students studying courses on image processing, speech and language processing, signal processing, video object detection and tracking, and related multimedia technologies. It focuses on practical implementations using programming constructs and skill developments, enabling students to apply their knowledge in real-world scenarios.

Appeal to Researchers: The book also appeals to researchers in the field of pattern recognition, computer vision, and content-based retrieval. It provides valuable insights and techniques for developing advanced multimedia systems and applications.

For MATLAB® Course Students: The book is also suitable for students of MATLAB® courses dealing with media processing, statistical analysis, and data visualization. It offers a comprehensive coverage of the topics required for understanding and applying MATLAB® in these areas.

Author Background:

Dr. Ranjan Parekh, Ph.D. (Engineering), is a Professor at the School of Education Technology, Jadavpur University, Calcutta, India. He has extensive experience in teaching subjects related to Graphics and Multimedia at the post-graduate level. His research interests include multimedia information processing, pattern recognition, and computer vision.

Dr. Parekh's expertise in the field of media processing and his practical approach to teaching make Fundamentals of Image, Audio, and Video Processing Using MATLAB® an invaluable resource for students, researchers, and professionals seeking to gain a deep understanding of media processing and its applications.

Weight: 748g
Dimension: 254 x 178 (mm)
ISBN-13: 9780367748340