Fundamentals of Image, Audio, and Video Processing Using MATLAB®

Fundamentals of Image, Audio, and Video Processing Using MATLAB®
PDF
  • eBook:
    Fundamentals of Image, Audio, and Video Processing Using MATLAB®: With Applications to Pattern Recognition
  • Author:
    Ranjan Parekh
  • Edition:
    1 edition
  • Categories:
  • Data:
    April 16, 2021
  • ISBN:
    0367895242
  • ISBN-13:
    9780367895242
  • Language:
    English
  • Pages:
    406 pages
  • Format:
    PDF

Book Description
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.

Content

1. Image Processing
2. Audio Processing
3. Video Processing
4. Pattern Recognition

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