Digital Image Processing
暫譯: 數位影像處理

本書提供了與影像處理相關概念的理論與實務的綜合觀點。主要目標是提供數位影像處理的基本概念和實務的概述，以及提供理論的闡述。內容從擴展的基礎知識開始，提供更全面且連貫的主題涵蓋，包括但不限於：

- 影像處理的應用與工具，以及幾個實作範例的基礎知識
- 影像形成的概念
- OpenCV 的安裝步驟，附有逐步的螢幕截圖
- 強度、亮度與對比度、顏色模型背後的概念
- 影像中噪聲產生的方式及可能的補救措施
- 邊緣檢測、影像分割、分類、回歸、分類演算法
- 頻域在影像處理領域的重要性
- 相關的程式碼片段及 MATLAB(R) 代碼，以及幾個有趣的簡單程式集，使用 OpenCV 和 Python 來輔助學習和完整理解

透過 YouTube 的特定主題視頻講座，使讀者能輕鬆推斷將所學理論應用於實踐。每章結尾的內容，如小測驗和複習問題，充分準備讀者進一步學習。

研究生、碩士生、研究人員，以及任何對影像處理、計算機視覺、機器學習等領域感興趣的人，都可以將本書視為獲取資訊的優秀起點和可靠的夥伴。

A Baskar is a seasoned academician with close to two decades of experience in teaching and research. He is currently associated with Amrita School of Engineering, Amrita Vishwa Vidyapeetham (Deemed to be University) at Coimbatore, India. He is an expert in the areas of image, video processing, Internet of Things, and Computer Vision. Baskar has guided over 15 master's projects and many under graduate projects. Baskar also has many international publications with refereed journals. He has presented papers in international and national conferences. He is also associated with board of studies in many colleges of high repute. He has also won awards from the likes of Infosys, Accenture for his teaching and research skills.

Muthaiah Rajappa is a Professor & Associate Dean, IT & ICT in the School of Computing, SASTRA (Deemed to be University), Thanjavur, India. He obtained his Bachelor's degree in Electronics and Instrumentation Engineering from Annamalai University in the year 1989.He completed his Master's degree in Power Electronics from Shanmuga College of Engineering in the year 1997. He was awarded Ph.D. in the area of Image Compression by SASTRA (Deemed to be University) in the year 2008. Dr. Muthaiah has published more than 100 research articles in many reputed journals. He also has contributed through paper publications, review and chairing sessions in many conferences. He has completed multiple funded projects from organizations of high repute and national importance.

Shriram K Vasudevan

obtained his B.E. degree in Electronics and Instrumentation from Annamalai University in 2004, M.Tech in Embedded Systems from SASTRA University in 2007, and Ph.D (Embedded Systems) from PRIST University in 2015. He also got his M.B.A degree awarded in HRM and Marketing from Periyar Maniammai University in the year 2008. He is a has a blend of industrial and teaching experience over the course of 15 years. He is strongly passionate to take up challenging tasks. He has authored/co-authored 43 books for reputed publishers across the globe. He has authored 132 research papers in revered international journals and 30 papers in international/national conferences. He is currently associated with Intel, India. Earlier, he was associated with Wipro Technologies, VIT University, Aricent Technologies, Amrita University, and L&T Technology Services. He holds the Corporate Fellow Membership in IETE and a - IETE, ACM Distinguished Speaker, CSI Distinguished Speaker, NASSCOM Prime Ambassador, NVIDIA DLI, and Intel Software Innovator. He has a YouTube channel, Shriram Vasudevan, through which he teaches thousands of people all around the world. He is recognized/honoured for his technical expertise by Factana, Accumulate, Telecommunications, and the Digital Government Regulatory Authority (United Arab Emirates), ZyBooks (Wiley Brand), AOTMP, Adani Digital, NASSCOM Foundation, World Summit on the Information Society (WSIS), De-Nora, IIT Kharagpur E Cell, Huawei, NVIDIA, Cubestop, IETE, Datastax, Honda, Wiley, AGBI, ACM, Uletkz, The Hindu (Tamil), Exact Sciences Corp, Proctor and Gamble Innovation Centre (India), Dinamalar, AWS (Amazon Web Services), Sabre Technologies, IEEE Compute, Syndicate Bank, MHRD, Elsevier, Bounce, IncubateInd, Smart India Hackathon, Stop the Bleed, HackHarvard (Harvard University), Accenture Digital (India), NEC (Nippon Electric Company, Japan), Thought Factory (Axis Bank Innovation Lab), Rakuten (Japan), Titan, Future Group, Institution of Engineers of India (IEI), Ministry of Food Processing Industries (MoFPI - Govt. of India), Intel, Microsoft, Wipro, Infosys, IBM India, SoS Ventures (USA), VIT University, Amrita University, Computer Society of India, TBI - TIDE, ICTACT, Times of India, Nehru Group of Institutions, Texas Instruments, IBC Cambridge, Cisco, CII (Confederation of Indian Industries), Indian Air Force, DPSRU Innovation & Incubation Foundation, ELGi Equipments (Coimbatore), etc. He is a certified scrum master. He is also listed in many famous biographical databases. He has delivered talks at various international conferences and forums of high repute. Shriram has also been granted many patents. He is a hackathon enthusiast and won about 50 hackathons including HackHarvard 2019.

T S Murugesh obtained his B.E. degree in Electronics and Instrumentation in 1999, M.E. degree in Process Control and Instrumentation in 2005 and Ph.D. in Instrumentation Engineering in 2015, all from Annamalai University, Annamalai Nagar, Tamil Nadu. He possesses a vast experience of more than 22 years in academia in the field of Analog and Digital Electronics, Automation and Control, IoT, System design, Instrumentation, Image Processing and Computational Bio-engineering. After a tenure of almost 19 years with the Department of Electronics and Instrumentation Engineering, belonging to the Faculty of Engineering and Technology, Annamalai University, he is currently posted as an Associate Professor in the Department of Electronics and Communication Engineering, Government College of Engineering Srirangam, Tiruchirappalli, Tamil Nadu.

He has delivered four talks at International conferences of high repute such as 3rd Edition of International Conference on Materials Science and Engineering (MAT 2022)" organized by Magnus Group LLC, Chicago, IL, USA, as well as in the 5th Virtual Congress on Materials Science and Engineering, "Materials Info 2022"organized by Mind Authors, Inc. Beaverton, Oregon USA. He has delivered invited lectures at National level in various institutions like Sastra University, Annamalai University, Manakula Vinayagar Institute of Technology, Puducherry, Government College of Engineering Srirangam, Madurai Institute of Engineering and Technology, P.A. College of Engineering and Technology, Pollachi etc. He has delivered invited lectures in Faculty Development Programmes organized by the Faculty Training Centre, Government College of Technology, Coimbatore in association with Government College of Engineering Thanjavur, and another one with Government College of Engineering Salem, and also in a national-level webinar conducted on behalf of "Unnat Bharat Abhiyan", a flagship programme of Ministry of Education, Government of India.

To his credit, he has around three-dozen peer-reviewed indexed publications including Springer Nature, Elsevier and Inderscience, has organized a one-week AICTE Training And Learning (ATAL) Academy sponsored FDP, conducted few workshops at national level, is a reviewer in IEEE, Inderscience and few other peer-reviewed journals, etc. He has acted as a Primary Evaluator for Government of India's Smart India Hackathon 2022 (Software & Hardware Edition) as well as Toycathon 2021 and also as a Judge in the Grand Finale for the Government of India's "Toycathon 2021", an inter-ministerial initiative organized by Ministry of Education's Innovation Cell with support from AICTE (All India Council for Technical Education). He is a AICTE and NITTTR certified Mentor under National Initiative for Technical Teachers Training. He was appreciated by Huawei for the academic collaboration and was issued Huawei developers certification. He has mentored the team which won the First Prize for the Problem Statement "Employment tracking and traceability system - Organized sector", given by Ministry of Labour Employment, Government of India during the Grand Finale of Smart India Hackathon 2022 Software Edition. He is a hackathon enthusiast and his team has won the second Prize in the IFG x TA Hub Hackathon 2022. He is a Conference Committee Member as well as a Publishing Committee Member in the International Association of Applied Science and Technology. He has authored two books for CRC Press, Taylor & Francis Group (U.K) and authoring a book for Nova Science Publishers, Inc., USA. He also holds the professional body membership of Institution of Engineers (India).

A Baskar 是一位經驗豐富的學者，擁有近二十年的教學和研究經驗。他目前與印度科印巴多的 Amrita Vishwa Vidyapeetham（被認定為大學）的 Amrita 工程學院有關聯。他在影像處理、視頻處理、物聯網和計算機視覺等領域是專家。Baskar 指導了超過 15 個碩士專案和許多本科專案。他還在多個國際期刊上發表了許多論文，並在國際和國內會議上發表過論文。他也參與了許多知名學院的學術委員會。他因其教學和研究技能獲得了 Infosys、Accenture 等公司的獎項。

Muthaiah Rajappa 是印度 Thanjavur 的 SASTRA（被認定為大學）計算學院的教授及資訊技術與資訊通信技術副院長。他於 1989 年在 Annamalai 大學獲得電子與儀器工程學士學位，1997 年在 Shanmuga 工程學院獲得電力電子碩士學位，並於 2008 年在 SASTRA 獲得影像壓縮領域的博士學位。Muthaiah 博士在許多知名期刊上發表了超過 100 篇研究文章，並在多個會議中通過論文發表、審稿和主持會議進行貢獻。他完成了多個來自高知名度和國家重要組織的資助專案。

Shriram K Vasudevan

於 2004 年在 Annamalai 大學獲得電子與儀器工程的 B.E. 學位，2007 年在 SASTRA 大學獲得嵌入式系統的 M.Tech 學位，並於 2015 年在 PRIST 大學獲得嵌入式系統的博士學位。他還於 2008 年在 Periyar Maniammai 大學獲得人力資源管理和市場營銷的 MBA 學位。他擁有 15 年的工業和教學經驗，對挑戰性任務充滿熱情。他為全球知名出版社撰寫/合著了 43 本書，並在國際期刊上發表了 132 篇研究論文，以及在國際/國內會議上發表了 30 篇論文。他目前與印度的 Intel 有關聯，之前曾在 Wipro Technologies、VIT 大學、Aricent Technologies、Amrita 大學和 L&T Technology Services 工作。他是 IETE 的企業會員，並擔任 IETE、ACM 傑出演講者、CSI 傑出演講者、NASSCOM 首席大使、NVIDIA DLI 和 Intel 軟體創新者。他擁有一個 YouTube 頻道 Shriram Vasudevan，通過該頻道教導全球數千人。他因其技術專業知識而受到 Factana、Accumulate、電信和阿聯酋數位政府監管機構、ZyBooks（Wiley 品牌）、AOTMP、Adani Digital、NASSCOM 基金會、資訊社會世界峰會（WSIS）、De-Nora、IIT Kharagpur E Cell、華為、NVIDIA、Cubestop、IETE、Datastax、本田、Wiley、AGBI、ACM、Uletkz、The Hindu（泰米爾）、Exact Sciences Corp、Proctor and Gamble 創新中心（印度）、Dinamalar、AWS（亞馬遜網路服務）、Sabre Technologies、IEEE Compute、Syndicate Bank、MHRD、Elsevier、Bounce、IncubateInd、Smart India Hackathon、Stop the Bleed、HackHarvard（哈佛大學）、Accenture Digital（印度）、NEC（日本電氣公司）、Thought Factory（Axis Bank 創新實驗室）、Rakuten（日本）、Titan、Future Group、印度工程師協會（IEI）、食品加工產業部（MoFPI - 印度政府）、Intel、Microsoft、Wipro、Infosys、IBM India、SoS Ventures（美國）、VIT 大學、Amrita 大學、印度計算機學會、TBI - TIDE、ICTACT、印度時報、Nehru 集團機構、德州儀器、IBC 劍橋、思科、CII（印度工業聯合會）、印度空軍、DPSRU 創新與孵化基金會、ELGi 設備（科印巴多）等機構獲得了認可和榮譽。他是一名認證的 Scrum Master，並在許多著名的傳記數據庫中列名。他在各種國際會議和高知名度的論壇上發表過演講。Shriram 還獲得了多項專利。他是一位黑客馬拉松愛好者，贏得了約 50 次黑客馬拉松，包括 2019 年的 HackHarvard。

T S Murugesh 於 1999 年獲得電子與儀器的 B.E. 學位，2005 年獲得過程控制與儀器的 M.E. 學位，並於 2015 年獲得儀器工程的博士學位，均來自印度泰米爾納德邦的 Annamalai 大學。他在類比和數位電子學、自動化與控制、物聯網、系統設計、儀器、影像處理和計算生物工程等領域擁有超過 22 年的豐富學術經驗。在 Annamalai 大學電子與儀器工程系工作近 19 年後，他目前擔任泰米爾納德邦 Tiruchirappalli 的 Srirangam 政府工程學院電子與通信工程系的副教授。

他在多個高知名度的國際會議上發表了四次演講，例如由 Magnus Group LLC 在美國伊利諾伊州芝加哥舉辦的第三屆國際材料科學與工程會議（MAT 2022），以及由 Mind Authors, Inc. 在美國俄勒岡州比弗頓舉辦的第五屆虛擬材料科學與工程大會（Materials Info 2022）。他在各種機構如 SASTRA 大學、Annamalai 大學、Puducherry 的 Manakula Vinayagar 技術學院、Srirangam 政府工程學院、Madurai 工程與技術學院、P.A. 工程與技術學院、Pollachi 等地的國家級邀請講座中發表過演講。他在科印巴多的政府技術學院與 Thanjavur 政府工程學院合作舉辦的教師發展計劃中發表過邀請講座，還在印度政府教育部的旗艦計劃「Unnat Bharat Abhiyan」的國家級網路研討會中發表過演講。

他擁有約三十篇同行評審的索引出版物，包括 Springer Nature、Elsevier 和 Inderscience，組織過一週的 AICTE 培訓與學習（ATAL）學院贊助的 FDP，並在國家級舉辦過幾個工作坊，是 IEEE、Inderscience 和其他幾個同行評審期刊的審稿人等。他擔任過印度政府的 Smart India Hackathon 2022（軟體與硬體版）和 Toycathon 2021 的主要評估員，並在印度政府的「Toycathon 2021」的總決賽中擔任評審，這是一項由教育部創新小組組織的跨部門倡議，得到了 AICTE（全印度技術教育委員會）的支持。他是 AICTE 和 NITTTR 認證的導師，並因學術合作而受到華為的讚賞，並獲得了華為開發者認證。他指導的團隊在 Smart India Hackathon 2022 軟體版的總決賽中獲得了由印度勞工部頒發的「就業追蹤與可追溯系統 - 組織部門」問題陳述的一等獎。他是一位黑客馬拉松愛好者，並且他的團隊在 IFG x TA Hub Hackathon 2022 中獲得了第二名。他是國際應用科學與技術協會的會議委員會成員和出版委員會成員。他為 CRC Press、Taylor & Francis Group（英國）撰寫了兩本書，並為 Nova Science Publishers, Inc.（美國）撰寫一本書。他還是印度工程師協會的專業機構會員。