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

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Audio Frame
Audio system toolbox
Author_Ranjan Parekh
Binary Image
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Computer vision toolbox
Crossover Filter
Data Set
digital signal analysis
Discriminant Analysis Classifier
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Estimate Optical Flow
feature extraction methods
Fir Filter
graduate level coursework
Harris Corner Detector
Hough Transform
Interest Points
Low Pass Fir Filter
MATLAB
Midi Device
Midi Message
multimedia data interpretation
Naive Bayes Classifier
Optical Flow
Pattern recognition
Petal Length
Playback
practical pattern recognition applications
RGB Color Space
RGB Space
Simulink Model
spatio-temporal filtering
SSIM
supervised classification techniques
Tv Transmission
Vice Versa
Video Frames
Video processing
YCbCr Color Space

Product details

  • ISBN 9780367748340
  • Weight: 750g
  • Dimensions: 178 x 254mm
  • Publication Date: 01 Oct 2022
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
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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.

Dr. Ranjan Parekh, PhD (Engineering), is Professor at the School of Education Technology, Jadavpur University, Calcutta, India, and is involved with teaching subjects related to Graphics and Multimedia at the post-graduate level. His research interest includes multimedia information processing, pattern recognition, and computer vision.

Dr. Ranjan Parekh, PhD (Engineering), is former Professor at the School of Education Technology, Jadavpur University, Calcutta, India, and is involved with teaching subjects related to Graphics and Multimedia at the post graduate level. His research interests include multimedia information processing, pattern recognition, and computer vision.

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