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


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
pages 页数: 406 pages
ISBN-10 书号: 0367895242
ISBN-13 书号 : 9780367895242
The Book Description robot was collected from Amazon and arranged by Finelybook
Fundamentals of Image, Audio, and Video Processing Using MATLAB® introduces the concepts and principles of media processing and its applications in pattern recognition By 作者: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.

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