A Computational Introduction to Digital Image Processing, 2/e (Hardcover)
暫譯: 數位影像處理的計算入門,第二版 (精裝本)

Alasdair McAndrew

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<內容簡介>

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®, 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)

<內容簡介>

廣受推崇且易於接觸的影像處理方法,使用開源和商業軟體

數位影像處理的計算介紹(第二版) 探討數位影像的性質和使用方式,並展示如何獲取、儲存和顯示這些影像。這本書採取嚴格的初學者視角,僅涵蓋涉及簡單數學的主題,但提供了對該學科非常廣泛且深入的介紹。

第二版的新內容

這一版提供用戶三種不同的計算選擇。除了 MATLAB®,這一版現在還包括 GNU Octave 和 Python。用戶可以選擇最適合自己需求的軟體,或從一個系統遷移到另一個系統。程式碼的撰寫盡可能模組化,允許更大的靈活性、代碼重用和簡潔性。這一版還包含新的影像、重新繪製的圖表,以及對邊緣保護模糊濾波器、ISODATA 閾值處理、Radon 變換、角點檢測、Retinex 演算法、LZW 壓縮和其他主題的新討論。

原則、實踐與程式設計

基於作者成功的影像處理課程,這本暢銷書適合用於課堂教學或自學。文本以簡單明瞭的方式說明如何在 MATLAB、GNU Octave 和 Python 中實現影像技術。它包含大量的範例和練習,讓學生能夠實際操作所學的內容。