Fundamentals of Image,Audio,and Video Processing Using MATLAB®: With Applications to Pattern Recognition
by Ranjan Parekh
Publisher finelybook 出版社: CRC Press; 1st edition (April 16,2021)
Language 语言: English
Print Length 页数: 406 pages
ISBN-10: 0367895242
ISBN-13: 9780367895242
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.
