Machine Learning in Multimedia: Unlocking the Power of Visual and Auditory Intelligence
暫譯: 多媒體中的機器學習：釋放視覺與聽覺智能的力量

本書探討了機器學習在多媒體中的跨學科特性，強調其與計算機視覺、自然語言處理和音頻信號處理等領域的交集。書中使用案例研究和範例來討論機器學習在多媒體領域的潛力。

Suman Kumar Swanrkar received a Ph.D. (CSE) degree in 2021 from Kalinga University, Nayaraipur, Chhattisgarh. He received an M.Tech. (CSE) degree in 2015 from the Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India. He has 12+ years of experience in Educational Institutes as an Assistant Professor. Currently associated with Shri Shankaracharya Institute of Professional Management & Technology, Raipur as an Assistant Professor in Computer Science & Engineering Department. He has Guided 10+ MTech Scholars. He has published and granted an Indian/Australian patent, some are waiting for a grant. He has authored and co-authored more than 50 journal articles including WOS & Scopus papers and presented research papers in 10 international conferences. He has completed many FDP, Training, webinars & workshops and also completed the 2-Weeks comprehensive online Patent Information Course. Proficiency in handling the Teaching, Research as well as administrative activities. He has contributed massive literature in the fields of Intelligent Data Analysis, Nature-Inspired Computing, Machine Learning and Soft Computing.

Annu Sharma is an Associate Professor in the Department of Computer Applications at RajaRajeswari College of Engineering. She holds a Master's degree in Computer Science and Applications from the Department of Computer Science and Applications, University of Jammu, J&K, and a Ph.D. from the Department of Computer Science, Gurukul Kangri University, Haridwar, Uttrakhand. She has more than 20 years of teaching experience at the Master's and Bachelor's levels, including working Executives. Before joining RRCE, she had worked with Bangalore University, IMT Faridabad, Haryana, Central University of Jammu, J&K, and Arya College Ludhiana, Punjab. Her research interest include Biometrics, Image Processing, Bioinformatics, IOT, Cyber Security, and Machine Learning. She has publications in various Scopus-indexed reputed International Journals and leading International Conferences.

J. Somasekar received a Ph.D. degree in CSE from JNTUA, Andhra Pradesh, and M.Tech. degree from the National Institute of Technology Karnataka (NITK), Surathkal. He is currently working as a Professor of CSE Department, JAIN (Deemed-to-be University), Bangalore and Post-doctoral Researcher at University of South Florida, USA. As a resource person, he has delivered 195 Technical talks for FDPs, Workshops, and Webinars in 13 states of the country. He got an All India Rank of 43 in the GATE exam. He has 16 years of experience in teaching and 6 years of experience in research. He has published more than 35 research articles in leading journals indexed in SCI & SCOPUS, conference proceedings, and 3 international textbook chapters. He is guiding five CSE Ph.D. research scholars. His research interest includes Image processing, Data Science, Machine Learning, Big Data Analytics, and ML for Cyber Security.

Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at School of Engineering and Technology, Sharda University, Greater Noida, India. He received his Undergraduate Degree (B-Tech in Computer Science and Engineering) with Distinction in 2012, received his Postgraduate Degree (M-Tech in Information Security) with Distinction in 2015 and Doctorate Degree (PhD Computer Science and Engineering) in 2021 from Birla Institute of Technology, Mesra, India. For the three consecutive years (2021 to 2023), Stanford University (USA) listed Dr. Bharat Bhushan in the top 2% scientists list. He earned numerous international certifications such as CCNA, MCTS, MCITP, RHCE and CCNP. He has published more than 150 research papers in various renowned International Conferences and SCI indexed journals. He has contributed with more than 50 book chapters in various books and has edited 30 books from the most famed publishers. He is a series editor of 2 prestigious Scopus Indexed Book Series named CMIA (Computational Methods for Industrial Applications) and FGIS (Future Generation Information System) published by CRC Press, Taylor and Francis, USA. He has served as Keynote Speaker (resource person) in numerous reputed faculty development programs and international conferences held in different countries including India, Iraq, Morocco, China, Belgium and Bangladesh. He has served as a Reviewer/Editorial Board Member for several reputed international journals. In the past, he worked as an assistant professor at HMR Institute of Technology and Management, New Delhi and Network Engineer in HCL Infosystems Ltd., Noida.

**Suman Kumar Swanrkar** 於2021年獲得印度恰蒂斯加爾邦奈亞賴普爾的卡林加大學（Kalinga University）計算機科學與工程（CSE）博士學位。他於2015年獲得印度博帕爾的拉吉夫甘地技術大學（Rajiv Gandhi Proudyogiki Vishwavidyalaya）計算機科學與工程碩士學位。他在教育機構擔任助理教授已有超過12年的經驗。目前，他在拉伊普爾的施里尚卡拉查里亞專業管理與技術學院（Shri Shankaracharya Institute of Professional Management & Technology）計算機科學與工程系擔任助理教授。他指導了超過10名碩士研究生，並已發表及獲得印度/澳大利亞專利，其中一些正在等待授權。他已撰寫和共同撰寫超過50篇期刊文章，包括WOS和Scopus論文，並在10場國際會議上發表研究論文。他完成了多個教學發展計劃（FDP）、培訓、網絡研討會和工作坊，並完成了為期兩週的綜合在線專利信息課程。他在教學、研究及行政活動方面具備豐富的經驗。他在智能數據分析、自然啟發計算、機器學習和軟計算等領域貢獻了大量文獻。

**Annu Sharma** 是拉賈拉傑斯瓦里工程學院（RajaRajeswari College of Engineering）計算機應用系的副教授。她擁有來自印度查謨與克什米爾大學（University of Jammu, J&K）計算機科學與應用系的碩士學位，以及來自哈里德瓦爾的古魯庫爾甘格里大學（Gurukul Kangri University, Haridwar, Uttarakhand）的博士學位。她在碩士和學士層級的教學經驗超過20年，包括與在職高管的合作。在加入RRCE之前，她曾在班加羅爾大學、哈里亞納邦的IMT法里達巴德（IMT Faridabad）、查謨與克什米爾的中央大學（Central University of Jammu）和旁遮普的阿里亞學院（Arya College Ludhiana）工作。她的研究興趣包括生物識別技術、影像處理、生物信息學、物聯網（IoT）、網絡安全和機器學習。她在多個Scopus索引的國際知名期刊和主要國際會議上發表了多篇論文。

**J. Somasekar** 於安得拉邦的JNTUA獲得計算機科學與工程（CSE）博士學位，並在卡納塔克國立技術學院（NITK）獲得碩士學位。他目前在班加羅爾的JAIN（被認可的大學）擔任CSE系教授，並在美國南佛羅里達大學擔任博士後研究員。作為資源人員，他在全國13個州為教學發展計劃（FDP）、工作坊和網絡研討會提供了195場技術講座。他在GATE考試中獲得全國第43名。他擁有16年的教學經驗和6年的研究經驗。他在SCI和SCOPUS索引的主要期刊、會議論文集以及3本國際教科書中發表了超過35篇研究文章。他目前指導五名CSE博士研究生。他的研究興趣包括影像處理、數據科學、機器學習、大數據分析和用於網絡安全的機器學習。

**Bharat Bhushan** 是印度大諾伊達的沙爾達大學（Sharda University）工程與技術學院計算機科學與工程（CSE）系的助理教授。他於2012年以優異成績獲得計算機科學與工程（B-Tech）學士學位，於2015年以優異成績獲得信息安全（M-Tech）碩士學位，並於2021年獲得計算機科學與工程（PhD）博士學位，均來自印度梅斯拉的比爾拉技術學院（Birla Institute of Technology, Mesra）。在2021至2023年連續三年，斯坦福大學（Stanford University, USA）將Bharat Bhushan博士列入全球前2%科學家名單。他獲得了多項國際認證，如CCNA、MCTS、MCITP、RHCE和CCNP。他在各種知名國際會議和SCI索引期刊上發表了超過150篇研究論文。他在多本書籍中貢獻了超過50章，並編輯了30本來自最知名出版社的書籍。他是兩個著名的Scopus索引書系列的系列編輯，分別為CMIA（計算方法在工業應用中的應用）和FGIS（未來世代信息系統），由CRC Press和Taylor and Francis出版。他曾在印度、伊拉克、摩洛哥、中國、比利時和孟加拉等不同國家舉辦的多個知名教學發展計劃和國際會議中擔任主題演講者（資源人員）。他曾擔任多個知名國際期刊的審稿人/編輯委員會成員。過去，他曾在新德里的HMR技術與管理學院擔任助理教授，並在HCL資訊系統有限公司擔任網絡工程師。