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

Parekh, Ranjan

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

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商品描述

Fundamentals of Image, Audio, and Video Processing Using MATLAB(R) 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(R).

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  • Covers fundamental concepts of image, audio, and video processing
  • Demonstrates the use of MATLAB(R) on solving problems on media processing
  • Discusses important features of Image Processing Toolbox, Audio System Toolbox, and Computer Vision Toolbox
  • MATLAB(R) 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(R) 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.

商品描述(中文翻譯)

《使用MATLAB進行影像、音訊和視訊處理的基礎》介紹了媒體處理的概念和原則，並通過採用實踐方法和程式實現來應用於模式識別。本書涵蓋了使用數據分析和可視化工具MATLAB(R)讀取、修改和寫入影像、音訊和視訊文件的工具和技術。

主要特點：
- 講解了影像、音訊和視訊處理的基本概念
- 示範了使用MATLAB(R)解決媒體處理問題的方法
- 討論了影像處理工具箱、音訊系統工具箱和計算機視覺工具箱的重要功能
- 提供了MATLAB(R)代碼作為特定問題的答案
- 說明了在音訊和視訊處理中使用Simulink的方法
- 處理了時空域和頻率域中的處理技術

本書是研究影像處理、語音和語言處理、信號處理、視訊物體檢測和跟踪以及相關多媒體技術的研究生和博士生的理想伴侶，重點是使用程式構造和技能發展進行實際實現。同時，它也適用於模式識別、計算機視覺和基於內容的檢索領域的研究人員，以及學習MATLAB(R)課程的學生，這些課程涉及媒體處理、統計分析和數據可視化。

Dr. Ranjan Parekh，工學博士，是印度加爾各答賈達普爾大學教育技術學院的教授，負責教授研究生級別的圖形和多媒體相關科目。他的研究興趣包括多媒體信息處理、模式識別和計算機視覺。

作者簡介

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 interests include multimedia information processing, pattern recognition, and computer vision.

作者簡介(中文翻譯)

Dr. Ranjan Parekh博士，工學博士，是印度加爾各答賈達普爾大學教育技術學院的教授，並在研究生課程中教授與圖形和多媒體相關的科目。他的研究興趣包括多媒體信息處理、模式識別和計算機視覺。

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