Digital Image Processing and Analysis: Digital Image Enhancement, Restoration and Compression
暫譯: 數位影像處理與分析：數位影像增強、修復與壓縮
Umbaugh, Scott E.
- 出版商: CRC
- 出版日期: 2025-03-12
- 售價: $2,510
- 貴賓價: 9.5 折 $2,385
- 語言: 英文
- 頁數: 470
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032117109
- ISBN-13: 9781032117102
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相關分類:
數位影像處理 Digital-image
海外代購書籍(需單獨結帳)
商品描述
Digital Image Enhancement, Restoration and Compression focuses on human vision-based imaging application development. Examples include making poor images look better, the development of advanced compression algorithms, special effects imaging for motion pictures and the restoration of satellite images distorted by atmospheric disturbance. This book presents a unique engineering approach to the practice of digital imaging, which starts by presenting a global model to help gain an understanding of the overall process, followed by a breakdown and explanation of each individual topic. Topics are presented as they become necessary for understanding the practical imaging model under study, which provides the reader with the motivation to learn about and use the tools and methods being explored.
The book includes chapters on imaging systems and software, the human visual system, image transforms, image filtering, image enhancement, image restoration, and image compression. Numerous examples, including over 700 color images, are used to illustrate the concepts discussed. Readers can explore their own application development with any programming language, including C/C++, MATLAB(R), Python and R, and software is provided for both the Windows/C/C++ and MATLAB environments.
The book can be used by the academic community in teaching and research, with over 1,000 PowerPoint slides and a complete solutions manual to the over 230 included problems. It can also be used for self-study by those involved with application development, whether they are engineers, scientists or artists. The new edition has been extensively updated and includes numerous problems and programming exercises that will help the reader and student develop their skills.
商品描述(中文翻譯)
《數位影像增強、修復與壓縮》專注於基於人類視覺的影像應用開發。範例包括改善劣質影像的外觀、開發先進的壓縮演算法、電影特效影像以及修復因大氣擾動而失真的衛星影像。本書提供了一種獨特的工程方法來實踐數位影像，首先介紹一個全球模型，以幫助理解整體過程，然後逐一分解並解釋每個主題。主題的呈現是根據理解所研究的實際影像模型的需要，這為讀者提供了學習和使用所探討工具與方法的動機。
本書包括影像系統與軟體、人類視覺系統、影像轉換、影像過濾、影像增強、影像修復和影像壓縮等章節。書中使用了大量範例，包括超過700幅彩色影像，以說明所討論的概念。讀者可以使用任何程式語言進行自己的應用開發，包括 C/C++、MATLAB(R)、Python 和 R，並提供適用於 Windows/C/C++ 和 MATLAB 環境的軟體。
本書可供學術界在教學和研究中使用，附有超過1,000張 PowerPoint 投影片和完整的解題手冊，涵蓋超過230個問題。它也適合從事應用開發的自學者，無論是工程師、科學家還是藝術家。新版本已進行廣泛更新，並包含大量問題和程式設計練習，幫助讀者和學生提升技能。
作者簡介
Dr. Scott E Umbaugh is a Distinguished Research Professor of Electrical and Computer Engineering and Graduate Program Director for the Department of Electrical and Computer Engineering at Southern Illinois University Edwardsville (SIUE). He is also the Director of the Computer Vision and Image Processing (CVIP) Laboratory at SIUE. He has been teaching computer vision and image processing, as well as computer and electrical engineering design, for over 30 years. His professional interests include computer vision and image processing education, research and development of both human and computer vision applications, and engineering design education.
Prior to his academic career, Dr. Umbaugh worked as a computer design engineer and project manager in the avionics and telephony industries. He has been a computer imaging consultant since 1986 and has provided consulting services for the aerospace, medical and manufacturing industries with projects ranging from automatic identification of defects in microdisplay chips to analysis of thermographic images for clinical diagnosis of brain disease. He has performed research and development for projects funded by the National Institutes of Health, the National Science Foundation and the U. S. Department of Defense.
Dr. Umbaugh is author or co-author of numerous technical papers, two edited books, and multiple editions of his textbooks on computer vison and image processing. His books are used at academic and research organizations throughout the world. He has served on editorial boards and as a reviewer for a variety of IEEE journals and has evaluated research monographs and textbooks in the imaging field.
Dr. Umbaugh received his B.S.E. degree with honors from Southern Illinois University Edwardsville in 1982, M.S.E.E. in 1987 and Ph.D. in 1990 from the Missouri University of Science and Technology, where he was a Chancellor's Fellow. He is a senior member of the Institute of Electrical and Electronic Engineers (IEEE), a member of Sigma Xi and the International Society for Optical Engineering (SPIE). Dr. Umbaugh is also the primary developer of the CVIPtools software package and the associated CVIP Matlab Toolbox.
作者簡介(中文翻譯)
Dr. Scott E Umbaugh 是南伊利諾伊大學愛德華斯維爾分校（Southern Illinois University Edwardsville, SIUE）電機與計算機工程系的傑出研究教授及研究生課程主任。他也是 SIUE 計算機視覺與影像處理（Computer Vision and Image Processing, CVIP）實驗室的主任。他在計算機視覺和影像處理以及計算機和電氣工程設計方面教學超過 30 年。他的專業興趣包括計算機視覺和影像處理教育、人類與計算機視覺應用的研究與開發，以及工程設計教育。
在學術生涯之前，Umbaugh 博士曾在航空電子和電話行業擔任計算機設計工程師和專案經理。他自 1986 年以來一直擔任計算機影像顧問，並為航空航天、醫療和製造業提供顧問服務，專案範圍從微顯示晶片的自動缺陷識別到用於臨床診斷腦部疾病的熱成像圖像分析。他曾為美國國立衛生研究院（National Institutes of Health）、國家科學基金會（National Science Foundation）和美國國防部（U.S. Department of Defense）資助的專案進行研究與開發。
Umbaugh 博士是多篇技術論文的作者或合著者，編輯了兩本書籍，並出版了多個版本的計算機視覺和影像處理教科書。他的書籍在全球的學術和研究機構中使用。他曾擔任多種 IEEE 期刊的編輯委員會成員和審稿人，並評估過影像領域的研究專著和教科書。
Umbaugh 博士於 1982 年獲得南伊利諾伊大學愛德華斯維爾分校的榮譽學士學位，1987 年獲得電機工程碩士學位，1990 年獲得密蘇里科技大學的博士學位，並曾擔任校長獎學金獲得者。他是電氣與電子工程師學會（Institute of Electrical and Electronic Engineers, IEEE）的資深會員，Sigma Xi 和國際光學工程學會（International Society for Optical Engineering, SPIE）的成員。Umbaugh 博士也是 CVIPtools 軟體包及相關的 CVIP Matlab Toolbox 的主要開發者。
