Advanced Digital Image Processing and Its Applications in Big Data
暫譯: 進階數位影像處理及其在大數據中的應用

本書涵蓋了在大數據各個領域中數位影像處理技術及其應用。讀者將了解數位影像處理中使用的各種技術和策略，以及如何利用機器學習技術處理大數據。本書將有助於提升學生和研究人員在工程、農業和醫學影像等領域的技能。

理解和分析數位影像技術的最新發展是必要的。因此，本書將涵蓋：

- 應用如生物醫學科學和生物特徵影像處理、基於內容的影像檢索、遙感、模式識別、形狀和紋理分析
- 色彩插值的新概念，以從當今數位相機和其他影像設備中普遍存在的子模式裸色彩中產生全色彩
- 服務於多樣化應用所需的影像壓縮標準
- 遙感、醫學科學、交通管理、教育、創新以及農業設計和影像處理中的分析應用
- 與主要影像處理任務相關的軟計算和硬計算方法的詳細探討
- 當前和未來在影像處理許多領域的研究方向和發展
- 用於進一步研究的綜合參考書目（整合於本書框架內）

本書不僅專注於該領域的理論和實踐知識，還涵蓋了在影像處理和數據科學中採用的傳統和最新工具與技術。它還提供了影像處理和數據科學領域中各種基本和進階技術的不可或缺的指南。

Dr. Ankur Dumka is working as Associate Professor in Graphic Era Deemed to be University, Dehradun, India. He is having more than 10 years of experience with academic and industry exposure. He is having more than 50 research papers in reputed journals and conferences. He contributed 3 books with publishers like Taylor and Francis, IGI global. He is having nearly 15 book chapters with different publishers. He has published 3 patents under his name. He is also associated with many journals in the capacity of editor, editorial board members and guest editor. He is also coordinator and member of smart city Dehradun, Uttarakhand, India.

Dr. Alaknanda Ashok is working as Professor and Dean, College of Technology, G.B.Pant University of Agriculture and Technology, Pantnagar. She is having a large administrative experience as director, Women Institute of technology and controller of examiner of Uttarakhand technical University. She is having more than 50 research papers in reputed journals and conferences of repute. She has also many book chapters. She is having 3 patents published. She is having many research project completed and undertaking under her supervision. She is also associated with many journals anc conferences in the capacity of editor, editorial board member and chair of conferences.

Mr. Parag Verma is working as Assistant Professor at Uttaranchal University, Dehradun. He is having a long experience of 8+ years in the field of industry and academics. He is having 15+ international papers in reputed conferences and journals. He has contributed 2 books with publishers like Nerosa and Alpha, and currently working on 2 more accepted books. He had also contributed 4 chapters for reputed publishers. He is also an editorial board member of many reputed conferences and journals including Scopus. He is also a guest editor of IJNCDS (Scopus Indexed inderscience Journal) and many more. He is associated with many societies and organizations for the welfare of educationalist societies.

Poonam Verma is a Ph.D student of the Computer Science Department of Graphic Era Deemed to be University at Dehradun. She received the Master's Degree from AKTU, Uttarpradesh in the Computer Science and Engineering. She has qualified UGC NET in 2017. Her interest areas of research are Deep Learning and Blockchain. She is currently working as Asst. Prof in GEHU, Dehradun.

安庫爾·杜姆卡博士（Dr. Ankur Dumka）目前擔任印度德拉敦的圖形時代大學（Graphic Era Deemed to be University）副教授。他擁有超過10年的學術和產業經驗，並在知名期刊和會議上發表了超過50篇研究論文。他與泰勒與弗朗西斯（Taylor and Francis）、IGI Global等出版社合作出版了3本書籍，並與不同出版社合作撰寫了近15個書章。他以自己的名義發表了3項專利，並以編輯、編輯委員會成員和客座編輯的身份參與多本期刊的工作。此外，他還是印度烏塔拉坎德州德拉敦智慧城市的協調員和成員。

阿拉克南達·阿肖克博士（Dr. Alaknanda Ashok）目前擔任G.B.潘特農業與技術大學（G.B.Pant University of Agriculture and Technology）技術學院的教授及院長。她在女性技術學院（Women Institute of Technology）擔任主任及烏塔拉坎德技術大學（Uttarakhand Technical University）考試控制員，擁有豐富的行政經驗。她在知名期刊和會議上發表了超過50篇研究論文，並有多個書章發表。她擁有3項已發表的專利，並在她的指導下完成和進行了多個研究項目。她還以編輯、編輯委員會成員和會議主席的身份參與多本期刊和會議。

帕拉格·維爾瑪（Mr. Parag Verma）目前擔任烏塔蘭查爾大學（Uttaranchal University）助理教授。他在產業和學術領域擁有超過8年的豐富經驗，並在知名會議和期刊上發表了15篇以上的國際論文。他與Nerosa和Alpha等出版社合作出版了2本書，並目前正在撰寫另外2本已被接受的書籍。他還為知名出版社貢獻了4個書章。他是多個知名會議和期刊的編輯委員會成員，包括Scopus。他還是IJNCDS（Scopus索引的Inderscience期刊）的客座編輯，並參與了更多的工作。他與多個社會和組織合作，致力於教育工作者社會的福利。

普納姆·維爾瑪（Poonam Verma）是圖形時代大學計算機科學系的博士生。她在烏塔爾邦的AKTU獲得計算機科學與工程碩士學位。她於2017年通過了UGC NET考試。她的研究興趣領域包括深度學習（Deep Learning）和區塊鏈（Blockchain）。目前，她在德拉敦的GEHU擔任助理教授。