Practical Image and Video Processing Using MATLAB (Hardcover)
暫譯: 使用 MATLAB 的實用影像與影片處理 (精裝版)

Oge Marques

  • 出版商: IEEE
  • 出版日期: 2011-09-21
  • 售價: $6,490
  • 貴賓價: 9.5$6,166
  • 語言: 英文
  • 頁數: 696
  • 裝訂: Hardcover
  • ISBN: 0470048158
  • ISBN-13: 9780470048153
  • 相關分類: Matlab
  • 下單後立即進貨 (約1~3週)

買這商品的人也買了...

相關主題

商品描述

Up-to-date, technically accurate coverage of essential topics in image and video processing

This is the first book to combine image and video processing with a practical MATLAB®-oriented approach in order to demonstrate the most important image and video techniques and algorithms. Utilizing minimal math, the contents are presented in a clear, objective manner, emphasizing and encouraging experimentation.

The book has been organized into two parts. Part I: Image Processing begins with an overview of the field, then introduces the fundamental concepts, notation, and terminology associated with image representation and basic image processing operations. Next, it discusses MATLAB® and its Image Processing Toolbox with the start of a series of chapters with hands-on activities and step-by-step tutorials. These chapters cover image acquisition and digitization; arithmetic, logic, and geometric operations; point-based, histogram-based, and neighborhood-based image enhancement techniques; the Fourier Transform and relevant frequency-domain image filtering techniques; image restoration; mathematical morphology; edge detection techniques; image segmentation; image compression and coding; and feature extraction and representation.

Part II: Video Processing presents the main concepts and terminology associated with analog video signals and systems, as well as digital video formats and standards. It then describes the technically involved problem of standards conversion, discusses motion estimation and compensation techniques, shows how video sequences can be filtered, and concludes with an example of a solution to object detection and tracking in video sequences using MATLAB®.

Extra features of this book include:

More than 30 MATLAB® tutorials, which consist of step-by-step guides to exploring image and video processing techniques using MATLAB®

Chapters supported by figures, examples, illustrative problems, and exercises

Useful websites and an extensive list of bibliographical references

This accessible text is ideal for upper-level undergraduate and graduate students in digital image and video processing courses, as well as for engineers, researchers, software developers, practitioners, and anyone who wishes to learn about these increasingly popular topics on their own.

商品描述(中文翻譯)

最新且技術準確的影像與視頻處理基本主題涵蓋

這是第一本將影像與視頻處理結合實用的 MATLAB® 取向方法的書籍,旨在展示最重要的影像和視頻技術及演算法。內容以最少的數學為基礎,以清晰、客觀的方式呈現,強調並鼓勵實驗。

本書分為兩個部分。第一部分:影像處理,首先概述該領域,然後介紹與影像表示及基本影像處理操作相關的基本概念、符號和術語。接下來,討論 MATLAB® 及其影像處理工具箱,並開始一系列包含實作活動和逐步教學的章節。這些章節涵蓋影像獲取與數位化;算術、邏輯和幾何操作;基於點、直方圖和鄰域的影像增強技術;傅立葉變換及相關的頻域影像濾波技術;影像修復;數學形態學;邊緣檢測技術;影像分割;影像壓縮與編碼;以及特徵提取與表示。

第二部分:視頻處理,介紹與類比視頻信號和系統相關的主要概念和術語,以及數位視頻格式和標準。然後描述標準轉換的技術性問題,討論運動估計和補償技術,展示如何對視頻序列進行濾波,並以使用 MATLAB® 解決視頻序列中的物體檢測和追蹤的範例作結。

本書的額外特色包括:

超過 30 篇 MATLAB® 教學,包含逐步指南以探索使用 MATLAB® 的影像和視頻處理技術

章節配有圖示、範例、說明性問題和練習

有用的網站和廣泛的參考文獻列表

這本易於理解的書籍非常適合數位影像和視頻處理課程的高年級本科生和研究生,以及工程師、研究人員、軟體開發人員、實務工作者和任何希望自行學習這些日益受歡迎主題的人士。