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

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 and Simulink. This book also includes examples of the Image Processing Toolbox, Signal Processing Toolbox, Statistics and Machine Learning Toolbox, Wavelet Toolbox, Computer Vision Toolbox, and Deep Learning Toolbox.

Key Features:

• Covers fundamental concepts of image, audio, and video processing
• Demonstrates the use of MATLAB and Simulink 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.