Fundamentals of Image, Audio, and Video Processing Using Matlab(r): With Applications to Pattern Recognition
暫譯: 使用 Matlab(r) 的影像、音訊與影片處理基礎：應用於模式識別

Parekh, Ranjan

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

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).

Key Features:

  • 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.

商品描述(中文翻譯)

《使用 MATLAB(R) 的影像、音訊與視頻處理基礎》介紹了媒體處理的概念和原則，以及其在模式識別中的應用，採用實作導向的方法進行程式實現。本書涵蓋了使用數據分析和可視化工具 MATLAB(R) 來讀取、修改和寫入影像、音訊和視頻檔案的工具和技術。

主要特色：
- 涵蓋影像、音訊和視頻處理的基本概念
- 演示如何使用 MATLAB(R) 解決媒體處理的問題
- 討論影像處理工具箱、音訊系統工具箱和計算機視覺工具箱的重要特性
- 提供 MATLAB(R) 代碼作為特定問題的解答
- 說明如何使用 Simulink 進行音訊和視頻處理
- 處理時空域和頻域的處理技術

這本書是研究影像處理、語音與語言處理、信號處理、視頻物件檢測與追蹤及相關多媒體技術的研究生和碩士生的完美伴侶，重點在於使用程式構造和技能發展的實作。它也將吸引模式識別、計算機視覺和基於內容檢索領域的研究人員，以及學習處理媒體、統計分析和數據可視化的 MATLAB(R) 課程的學生。

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)

Ranjan Parekh 博士，工程學博士，現任印度加爾各答 Jadavpur 大學教育科技學院教授，教授與圖形和多媒體相關的研究生課程。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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