A Computational Introduction to Digital Image Processing (Paperback)

McAndrew, Alasdair

A Computational Introduction to Digital Image Processing (Paperback)

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商品描述

Highly Regarded, Accessible Approach to Image Processing Using Open-Source and Commercial Software

A Computational Introduction to Digital Image Processing, Second Edition explores the nature and use of digital images and shows how they can be obtained, stored, and displayed. Taking a strictly elementary perspective, the book only covers topics that involve simple mathematics yet offer a very broad and deep introduction to the discipline.

 

 

New to the Second Edition

This second edition provides users with three different computing options. Along with MATLAB(R), this edition now includes GNU Octave and Python. Users can choose the best software to fit their needs or migrate from one system to another. Programs are written as modular as possible, allowing for greater flexibility, code reuse, and conciseness. This edition also contains new images, redrawn diagrams, and new discussions of edge-preserving blurring filters, ISODATA thresholding, Radon transform, corner detection, retinex algorithm, LZW compression, and other topics.

 

Principles, Practices, and Programming

Based on the author's successful image processing courses, this bestseller is suitable for classroom use or self-study. In a straightforward way, the text illustrates how to implement imaging techniques in MATLAB, GNU Octave, and Python. It includes numerous examples and exercises to give students hands-on practice with the material.

商品描述(中文翻譯)

「高度推崇、易於理解的圖像處理方法：使用開源和商業軟體」

「計算機導論：數位圖像處理，第二版」探討數位圖像的性質和使用方式，並展示如何獲取、儲存和顯示圖像。本書以嚴謹的初學者角度出發，僅涵蓋涉及簡單數學的主題，卻提供了對該學科非常廣泛且深入的介紹。

「第二版的新內容」

第二版提供了三種不同的計算選項。除了MATLAB®之外，本版還包括GNU Octave和Python。使用者可以選擇最適合自己需求的軟體，或者從一個系統遷移到另一個系統。程式以盡可能模組化的方式編寫，以提供更大的靈活性、程式碼重用性和簡潔性。本版還包含新的圖像、重新繪製的圖表，以及關於保留邊緣模糊濾鏡、ISODATA閾值化、Radon變換、角點檢測、retinex演算法、LZW壓縮等主題的新討論。

「原則、實踐和程式設計」

本書是根據作者成功的圖像處理課程編寫的，非常適合課堂使用或自學。本書以直觀的方式說明如何在MATLAB、GNU Octave和Python中實現圖像處理技術。書中包含大量的例子和練習，讓學生能夠實際操作並練習所學的內容。

作者簡介

Alasdair McAndrew is a senior lecturer and discipline leader in mathematics and physics at Victoria University in Melbourne, Australia. His teaching and research interests include image processing, cryptography, mathematics, and mathematics education. An avid technophile, he is the author of the CRC Press book Introduction to Cryptography with Open-Source Software. He holds a PhD from Monash University

作者簡介(中文翻譯)

Alasdair McAndrew是澳洲墨爾本維多利亞大學的高級講師和數學物理學科負責人。他的教學和研究興趣包括圖像處理、密碼學、數學和數學教育。作為一位熱愛科技的人，他是CRC Press書籍《使用開源軟體介紹密碼學》的作者。他擁有蒙納士大學的博士學位。

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