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商品描述
With the ubiquitous use of digital imaging, a new profession has emerged: imaging engineering. Designed for newcomers to imaging science and engineering, Theoretical Foundations of Digital Imaging Using MATLAB® treats the theory of digital imaging as a specific branch of science. It covers the subject in its entirety, from image formation to image perfecting.
Based on the author’s 50 years of working and teaching in the field, the text first addresses the problem of converting images into digital signals that can be stored, transmitted, and processed on digital computers. It then explains how to adequately represent image transformations on computers. After presenting several examples of computational imaging, including numerical reconstruction of holograms and virtual image formation through computer-generated display holograms, the author introduces methods for image perfect resampling and building continuous image models. He also examines the fundamental problem of the optimal estimation of image parameters, such as how to localize targets in images. The book concludes with a comprehensive discussion of linear and nonlinear filtering methods for image perfecting and enhancement.
Helping you master digital imaging, this book presents a unified theoretical basis for understanding and designing methods of imaging and image processing. To facilitate a deeper understanding of the major results, it offers a number of exercises supported by MATLAB programs, with the code available at www.crcpress.com.
商品描述(中文翻譯)
隨著數位影像的普及使用,一個新興的職業出現了:影像工程。為了幫助影像科學與工程的新手,《使用 MATLAB® 的數位影像理論基礎》將數位影像的理論視為一個特定的科學分支。該書全面涵蓋了從影像形成到影像完美化的主題。
基於作者在該領域工作和教學的 50 年經驗,文本首先解決了將影像轉換為可以儲存、傳輸和在數位電腦上處理的數位信號的問題。接著,書中解釋了如何在電腦上充分表示影像轉換。在介紹了幾個計算影像的例子後,包括全息圖的數值重建和通過電腦生成顯示全息圖的虛擬影像形成,作者引入了影像完美重採樣和建立連續影像模型的方法。他還探討了影像參數的最佳估計的基本問題,例如如何在影像中定位目標。該書最後對影像完美化和增強的線性及非線性濾波方法進行了全面的討論。
本書幫助您掌握數位影像,提供了一個統一的理論基礎,以理解和設計影像及影像處理的方法。為了促進對主要結果的深入理解,書中提供了多個練習,並附有 MATLAB 程式碼,程式碼可在 www.crcpress.com 獲得。