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

English | 2021 | ISBN: 978-0367895242 | 406 Pages | PDF, EPUB | 80 MB

Fundamentals of Image, Audio, and Video Processing Using MATLAB® introduces the concepts and principles of media processing and its applications in pattern recognition by adopting a hands-on approach using program implementations. The book covers the tools and techniques for reading, modifying, and writing image, audio, and video files using the data analysis and visualization tool MATLAB®.
Key Features:

• Covers fundamental concepts of image, audio, and video processing
• Demonstrates the use of MATLAB® on solving problems on media processing
• Discusses important features of Image Processing Toolbox, Audio System Toolbox, and Computer Vision Toolbox
• MATLAB® codes are provided as answers to specific problems
• Illustrates the use of Simulink for audio and video processing
• Handles processing techniques in both the Spatio-Temporal domain and Frequency domain

This is 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, with a focus on practical implementations using programming constructs and skill developments. It will also appeal to researchers in the field of pattern recognition, computer vision and content-based retrieval, and for students of MATLAB® courses dealing with media processing, statistical analysis, and data visualization.