Digital Image Processing Using MATLAB, 2/e (IE-Paperback)

Rafael C. Gonzalez, Richard E. Woods, Steven L. Eddins

Digital Image Processing Using MATLAB, 2/e (IE-Paperback)

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商品描述

DESCRIPTION

Digital Image Processing Using MATLAB (DIPUM) is the first book to offer a balanced treatment of image processing fundamentals and the software principles used in their implementation.  The book integrates material from the leading text, Digital Image Processing by Gonzalez and Woods, and the Image Processing Toolbox from The MathWorks, Inc., a leader in scientific computing.  The Image Processing Toolbox provides a stable, well-supported software environment for addressing a broad range of applications in digital image processing.  A unique feature of Digital Image Processing Using MATLAB is its emphasis on showing how to enhance those tools by developing new code.  This is important in image processing, an area that normally requires extensive experimental work in order to arrive at acceptable application solutions.

Some Highlights

  • This new edition is an extensive upgrade of the book.

  • The mathematical notation is compatible with the book Digital Image Processing by Gonzalez and Woods.

  • The book is self-contained and written in textbook format, not as a manual.

  • Nearly 120 new MATLAB image processing functions are developed—
    a 40 % increase over existing functions in the Image Processing Toolbox.

  • Algorithms and MATLAB functions in the mainstream of digital image processing are discussed and implemented, including: Intensity transformations; spatial filtering; fuzzy image processing; filtering in the frequency domain; image restoration and reconstruction; geometric transformations and image registration; color image processing; wavelets; image and video compression; morphology; image segmentation; image representation and description; and object recognition.

  • In addition to a major revision of the topics from the first edition, features in this edition include new coverage of: The Radon transform; image processing functions based on function-generating functions (function factories); geometric transformations; image registration; color profiles and device-independent color conversions; functions for video compression; adaptive thresholding algorithms; new image features, including minimum-perimeter polygons and local (corner) features.

  • All new functions are documented and listed in the book.

  • Using C code with MATLAB is covered in detail.

  • The design of graphical user interfaces (GUIs) is covered in detail.

  • All functions listed in the book are conveniently summarized in an appendix.

  • All functions developed in the book are available for download in p-code format, free of charge with purchase of a new book.

商品描述(中文翻譯)

《使用MATLAB進行數位影像處理》（DIPUM）是第一本平衡處理影像處理基礎和軟體原則的書籍。該書整合了Gonzalez和Woods的領先教材《數位影像處理》以及The MathWorks, Inc.的影像處理工具箱，後者是科學計算領域的領導者。影像處理工具箱提供了一個穩定且得到良好支持的軟體環境，用於處理數位影像處理的廣泛應用。《使用MATLAB進行數位影像處理》的一個獨特特點是強調如何通過開發新的程式碼來增強這些工具。這在影像處理中非常重要，因為通常需要進行大量的實驗工作才能得到可接受的應用解決方案。

一些亮點包括：
- 這個新版本是書籍的大幅升級。
- 數學符號與Gonzalez和Woods的《數位影像處理》一書相容。
- 這本書是自成一體的，以教科書的形式撰寫，而不是手冊。
- 開發了近120個新的MATLAB影像處理函數，比影像處理工具箱中現有函數增加了40%。
- 討論並實現了數位影像處理主流中的算法和MATLAB函數，包括：強度轉換、空間濾波、模糊影像處理、頻率域濾波、影像恢復和重建、幾何轉換和影像配準、彩色影像處理、小波、影像和視訊壓縮、形態學、影像分割、影像表示和描述以及物體識別。
- 除了對第一版主題的重大修訂外，本版還新增了以下內容：Radon變換、基於函數生成函數（函數工廠）的影像處理函數、幾何轉換、影像配準、色彩配置文件和獨立於設備的色彩轉換、視訊壓縮函數、自適應閾值算法、新的影像特徵，包括最小周長多邊形和局部（角點）特徵。
- 所有新函數都有文件並列在書中。
- 詳細介紹了如何使用MATLAB的C程式碼。

以上是《使用MATLAB進行數位影像處理》的簡介。

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