Fusion of Artificial Intelligence and Machine Learning in Advanced Image Processing
暫譯: 人工智慧與機器學習在進階影像處理中的融合

本書專注於人工智慧與機器學習在先進影像處理、數據分析和網路安全中的融合，並彙編及討論使用各種人工智慧範式的各種工程解決方案。它探討了近期的技術進展，並考慮如何利用人工智慧、機器學習、深度學習、軟計算和演化計算技術來設計、實施和優化先進的影像處理、數據分析和網路安全工程解決方案。本書將幫助讀者發展使用數位影像工具解決新問題所需的洞察力。

本書分為幾個部分，內容包括：
- 醫療與健康照護中的人工智慧與機器學習
- 智能決策與分析技術
- 農業中的機器學習與深度學習
- 安全解決方案中的人工智慧與機器學習
- 影像處理中的自動化

《人工智慧與機器學習在先進影像處理、數據分析和網路安全中的融合》提供了一系列關於人工智慧和機器學習在先進影像處理、數據分析和網路安全應用的章節。本書必將增進對這些領域感興趣的讀者的知識。

Arun Kumar Rana, PhD, is currently working as Assistant Professor at Department of Computer Science and Engineering, Galgotias College of Engineering & Technology, Greater Noida, India. He has more than 15 years of experience. His area of interest includes image processing, wireless sensor networks, Internet of Things, AI, machine learning, and embedded systems. He has published more than 75 SCI/ESCI/Scopus-index papers in national and international journals and conferences. He has also published many books with national and international publishers like Taylor and Francis, USA. He has attended workshops and faculty development programs and guided six MTech candidates. He serves as a reviewer and editor for several international journals and conferences. He is also a member of the Asia Society of Research. He holds six national and international patents and has conducted many workshops on IoT and its applications in engineering, wireless networks, simulators, etc. He has keen interest in teaching and implementing the latest techniques related to wireless and IoT technology. He has received many international awards from various international organizations. He has been listed in the world scientist ranking in 2021 and 2022. He completed his BTech degree at Kurukshetra University, and MTech and PhD degrees at Maharishi Markandeshwar (Deemed to be University), Mullana, India (NAAC A++).

Rashmi Gupta, PhD, is presently working as Professor in the Electronics and Communication Engineering Department at the Ambedkar Institute of Advanced Communication Technologies and Research, under Government of the National Capital Territory (NCT) of Delhi, India. She also holds the position of Founder Director of the Incubation Center AIACTR-IRF, funded by the Government of Delhi. She has rich experience in industry as well as at various academic institutes. Prof. Gupta has authored over 90 research papers in various renowned international journals and conferences. She has published patents and also has a DST-funded project. Prof. Gupta is associated with many international research organizations as editorial board member and reviewer. Her primary research interests are machine learning, computer vision, and signal and image processing. She completed her ME and PhD degrees in Electronics and Communication Engineering at Delhi College of Engineering, Delhi University, India.

Sharad Sharma, PhD, is presently working as Professor in the Electronics and Communication Engineering Department at Maharishi Markandeshwar (Deemed to be University), Mullana, India. He has a vast experience of more than 20 years of teaching and administrative work. He has conducted many workshops on soft computing and its applications in engineering, wireless networks, simulators, etc. He has keen interest in teaching and implementing the latest techniques related to wireless and mobile communications. He opened a student chapter of IEEE as Branch Counsellor. His research interests are routing protocol design, performance evaluation, and optimization for wireless mesh networks using nature-inspired computing, Internet of Things, space communication, etc. He is a member of various professional bodies. He received his BTech degree in Electronics Engineering from Nagpur University, Nagpur, India, MTech in Electronics and Communication Engineering from Thapar Institute of Engineering and Technology, Patiala, India, and PhD from the National Institute of Technology, Kurukshetra, India.

Ahmed A. Elngar, PhD, is Associate Professor and Head of Computer Science Department, Faculty of Computers, and Artificial Intelligence, Beni-Suef University, Egypt, where he is also Director of the Technological and Informatics Studies Center (TISC). Dr. Elngar is the Founder and Head of the Scientific Innovation Research Group (SIRG). Dr. Elngar has more than 55 scientific research papers published in prestigious international journals and over 25 books covering such diverse topics as data mining, intelligent systems, social networks, and smart environment. He is a member of the Egyptian Mathematical Society and International Rough Set Society. His other research areas include Internet of Things (IoT), network security, intrusion detection, machine learning, data mining, artificial intelligence, big data, authentication, cryptology, healthcare systems, and automation systems. He is an editor and reviewer of many international journals around the world. Dr. Elngar has won several awards, including the Young Researcher in Computer Science Engineering Award from Global Outreach Education Summit in 2019. He has also received Best Young Researcher Award (Male, under 40 years) of the Global Education and Corporate Leadership Awards (GECL-2018), Rajasthan, India.

Sachin Dhawan, PhD, is currently working with the Panipat Institute of Engineering and Technology, Samalkha, India, as an Assistant Professor. Prof. Dhawan is currently pursuing his PhD degree in electronics and communication engineering at AIACT&R under Guru Gobind Singh Indraprastha University, Dwarka, New Delhi, India. He was an Assistant Professor at the Geeta Institute of Management and Technology, Kanipla, Kurukshetra, India. He has authored over 20 research papers in various international journals and conferences. He has also published his papers in IEEE conferences and Scopus/SCI-indexed journals. His current research interests include signal and image processing, Internet of Things, artificial intelligence, and machine learning. He is also an Associate Member of the All India Institutions of Engineers and a member of the Asia Society of Research. He serves as a reviewer for several journals and international conferences. He has also published two patents. He completed his BTech degree at Kurukshetra University, Kurukshetra, and MTech degree in electronics and communication engineering at the University Institute of Engineering and Technology under Kurukshetra University, Kurukshetra, India.

阿倫·庫馬·拉納（Arun Kumar Rana）博士，目前擔任印度大諾伊達的加爾戈提亞工程與技術學院（Galgotias College of Engineering & Technology）計算機科學與工程系的助理教授。他擁有超過15年的經驗，研究興趣包括影像處理、無線感測網路、物聯網、人工智慧、機器學習和嵌入式系統。他在國內外期刊和會議上發表了超過75篇SCI/ESCI/Scopus索引的論文，並與美國的泰勒與法蘭西斯（Taylor and Francis）等國內外出版社出版了多本書籍。他參加過多個工作坊和教師發展計畫，並指導過六名碩士候選人。他擔任多個國際期刊和會議的審稿人和編輯，並且是亞洲研究學會的成員。他擁有六項國內外專利，並舉辦過多場有關物聯網及其在工程、無線網路、模擬器等應用的工作坊。他對教學和實施與無線及物聯網技術相關的最新技術充滿熱情。他曾獲得多個國際獎項，並在2021年和2022年被列入世界科學家排名。他在庫魯克舍特拉大學（Kurukshetra University）獲得BTech學位，並在印度馬哈里希·馬爾坎德什瓦爾大學（Maharishi Markandeshwar (Deemed to be University)）獲得MTech和博士學位（NAAC A++）。

拉什米·古普塔（Rashmi Gupta）博士，目前在印度德里國家首都區（NCT）政府下的安貝德卡高級通訊技術與研究學院（Ambedkar Institute of Advanced Communication Technologies and Research）擔任電子與通訊工程系的教授。她同時擔任德里政府資助的AIACTR-IRF孵化中心的創始主任。她在業界及各大學院校擁有豐富的經驗。古普塔教授在多個知名國際期刊和會議上發表了超過90篇研究論文，並擁有專利及一個由DST資助的專案。古普塔教授與多個國際研究組織有關聯，擔任編輯委員會成員和審稿人。她的主要研究興趣包括機器學習、計算機視覺以及信號和影像處理。她在德里大學的德里工程學院（Delhi College of Engineering）獲得電子與通訊工程的碩士和博士學位。

沙拉德·夏爾馬（Sharad Sharma）博士，目前在印度馬哈里希·馬爾坎德什瓦爾大學（Maharishi Markandeshwar (Deemed to be University））的電子與通訊工程系擔任教授。他擁有超過20年的教學和行政工作經驗，並舉辦過多場有關軟計算及其在工程、無線網路、模擬器等應用的工作坊。他對教學和實施與無線及行動通訊相關的最新技術充滿熱情。他作為分會顧問開設了IEEE學生分會。他的研究興趣包括路由協議設計、性能評估以及使用自然啟發計算、物聯網、空間通訊等技術對無線網狀網路進行優化。他是多個專業機構的成員。他在印度那格浦爾大學（Nagpur University）獲得電子工程的BTech學位，在印度帕提亞拉的塔帕爾工程與技術學院（Thapar Institute of Engineering and Technology）獲得電子與通訊工程的MTech學位，並在印度庫魯克舍特拉的國立技術學院（National Institute of Technology, Kurukshetra）獲得博士學位。

艾哈邁德·A·艾爾納爾（Ahmed A. Elngar）博士，是埃及貝尼蘇維夫大學（Beni-Suef University）計算機科學系的副教授及系主任，並擔任技術與資訊研究中心（Technological and Informatics Studies Center, TISC）主任。艾爾納爾博士是科學創新研究小組（Scientific Innovation Research Group, SIRG）的創始人及負責人。他在國際知名期刊上發表了超過55篇科學研究論文，並出版了超過25本涵蓋數據挖掘、智能系統、社交網路和智慧環境等多樣主題的書籍。他是埃及數學學會和國際粗集社會的成員。他的其他研究領域包括物聯網（IoT）、網路安全、入侵檢測、機器學習、數據挖掘、人工智慧、大數據、身份驗證、密碼學、醫療系統和自動化系統。他是多個國際期刊的編輯和審稿人。艾爾納爾博士曾獲得多個獎項，包括2019年全球外展教育峰會的計算機科學工程青年研究者獎。他還獲得了2018年印度拉賈斯坦的全球教育與企業領導獎（GECL-2018）最佳青年研究者獎（男性，40歲以下）。

薩欽·達萬（Sachin Dhawan）博士，目前在印度薩馬爾卡的帕尼帕特工程與技術學院（Panipat Institute of Engineering and Technology）擔任助理教授。達萬教授目前在印度新德里的古魯·戈賓德·辛格·印德拉普拉斯塔大學（Guru Gobind Singh Indraprastha University）下的AIACT&R攻讀電子與通訊工程的博士學位。他曾在印度庫魯克舍特拉的吉塔管理與技術學院（Geeta Institute of Management and Technology）擔任助理教授。他在多個國際期刊和會議上發表了超過20篇研究論文，並在IEEE會議和Scopus/SCI索引的期刊上發表過論文。他目前的研究興趣包括信號和影像處理、物聯網、人工智慧和機器學習。他也是全印度工程師協會的副會員及亞洲研究學會的成員，並擔任多個期刊和國際會議的審稿人。他還獲得了兩項專利。他在庫魯克舍特拉大學獲得BTech學位，並在庫魯克舍特拉大學的工程與技術大學獲得電子與通訊工程的MTech學位。