Digital Image Processing

本書提供了與影像處理相關概念的理論與實務混合的見解。主要目標是提供數位影像處理的基本概念與實務的概述，以及理論的闡述。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 安裝的逐步螢幕截圖
- 強度、亮度與對比度、色彩模型背後的概念
- 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) 程式碼，以及幾個有趣的簡單程式集，使用 OpenCV 和 Python 來輔助學習並達成完整理解

透過 YouTube 的特定主題視頻講座，使讀者能輕鬆推論並將所學理論應用於實踐。每章結尾的內容添加如小測驗和回顧問題，充分準備讀者進一步學習。

研究生、碩士生、研究人員，以及對影像處理、計算機視覺、機器學習等領域感興趣的任何人，都可以將本書視為獲取資訊的絕佳起點和有力的夥伴。

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。他目前在印度科印巴多的 Amrita Vishwa Vidyapeetham（被認定為大學）的 Amrita 工程學院任職。他在影像處理、視頻處理、物聯網和計算機視覺等領域具有專業知識。Baskar 指導了超過 15 個碩士專案和許多本科專案。他在多本經過審核的國際期刊上發表了多篇論文，並在國際和國內會議上發表過論文。他還參與了多所知名學院的學術委員會，並因其教學和研究能力獲得了 Infosys 和 Accenture 等公司的獎項。

Muthaiah Rajappa 是印度坦賈武爾 SASTRA（被認定為大學）計算機學院的教授及副院長，專注於 IT 和 ICT。他於 1989 年在安納馬萊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 博士在多本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、審稿和主持會議貢獻良多。他完成了多個來自知名和國家重要機構的資助專案。

Shriram K Vasudevan 於 2004 年在安納馬萊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，2015 年在 PRIST 大學獲得嵌入式系統的博士學位。他於 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或合著了 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。他目前在印度的 Intel 工作，之前曾在 Wipro Technologies、VIT 大學、Aricent Technologies、Amrita 大學和 L&T 技術服務公司任職。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、Telecommunications 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（泰米爾文）、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、尼赫魯機構集團、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 設備等機構的認可和榮譽。