Mathematical Models Using Artificial Intelligence for Surveillance Systems

這本書全面深入探討了人工智慧、機器學習和深度學習在開發高效且最佳的監控系統中的應用，適用於室內和室外環境，並針對公共和私人空間中不斷演變的安全挑戰進行分析。

《使用人工智慧的監控系統數學模型》旨在收集和出版基本原則、演算法、協議、發展趨勢以及各種室內和室外監控應用中使用人工智慧（AI）的安全挑戰及其解決方案。本書探討了機器學習（ML）、深度學習（DL）、感測器及其他無線設備等AI技術如何在協助各種安全機構中發揮重要作用。安全和防護是每個國家公共和私人場所的主要關注點。有些地方需要室內監控，有些地方需要室外監控，而在某些地方則兩者皆需。本書的目標是提供一個基於AI、ML和DL的影像處理的高效且最佳的監控系統。

機器視覺技術與AI的結合提供了一個比傳統系統更高效的監控系統。預期領先的學者和業界專家將對各章節做出重要貢獻。他們基於參考文獻和研究的深入對話和知識，將使這本書成為一本精彩的著作和寶貴的資訊來源。

Padmesh Tripathi, PhD, completed his Ph.D. from Sharda University, Greater Noida, UP, India. Currently, Dr Tripathi is working as Professor of Mathematics in Department of AIDS at Delhi Technical Campus, Greater Noida, UP, India. He has more than 23 years of teaching experience, published 22 papers/book chapters in reputed journals/publishers and 4 Indian innovation patents. His research areas include Data Science, Machine Learning, Inverse Problems, Optimization, Signal/Image Processing, etc. Dr Tripathi has been listed in lifetime achievement by Marquis Who's Who and received the best academician of 2021 award from SEMS Foundation, Noida, India. Dr Tripathi has been associated with several reputed publishers like IGI Global, Wiley-Scrivener, Taylor & Francis, Elsevier, Springer, Inderscience, etc. in various roles like author, reviewer, editor, guest editor, etc. Dr Tripathi received grants from prestigious institutes like Cambridge University, UK; University of California at Los Angeles, USA; INRIA, Sophia Antipolis, France; University of Eastern Finland, Kuopio, Finland; RICAM, Linz, Austria, etc and visited these places.

Mritunjay Rai, PhD, has completed his Ph.D. in Thermal imaging applications in the department of Electrical Engineering from IIT-ISM Dhanbad, Master of Engineering (with distinction) in Instrumentation and Control from Birla Institute of Technology-Mesra, Ranchi, and B.Tech in ECE from Shri Ramswaroop Memorial College of Engineering and Management, Lucknow. Currently, Dr. Rai is working as Assistant Professor in Shri Ramswaroop Memorial University, Barabanki, U.P., India. Dr. Rai has more than 12 years of working experience in research as well as academics. In addition, he has guided several UG and PG projects. He has published many research articles in reputed journals published by Springer, Elsevier, IEEE, Inderscience, and MECS. He has contributed many chapters to books published by Intech Open Access, CRC, IGI Global, and Elsevier. He is an editor of books (edited) published by reputed publishers Wiley, AAP, NOVA & IGI, He is an active reviewer and has reviewed many research papers in journals and at international and national conferences. His areas of interest lie in image processing, speech processing, artificial intelligence, machine learning, deep learning, Intelligent Traffic Monitoring System, the Internet of Things (IoT), and robotics and automation.

Nitendra Kumar, PhD, an accomplished scholar with a PhD in Mathematics from Sharda University and a master's degree in mathematics and Statistics from Dr. Ram Manohar Lohia Avadh University, boasts over a decade of expertise as an Assistant Professor at Amity Business School, Amity University, Noida. His diverse research interests encompass Wavelets and its Variants, Data Mining, Inverse Problems, Epidemic Modelling, Fractional Derivatives Business Analytics, and Statistical Methods, reflecting a profound commitment to advancing knowledge across multiple domains. Dr. Kumar's prolific contributions to academia are evidenced by his extensive publication record, comprising over 30 research papers in esteemed journals, 16 book chapters, and 12 authored books on engineering mathematics, computation, and Business Analytics and related topics. Notably, his scholarly impact extends beyond traditional research avenues, as evidenced by his involvement in patenting two innovative solutions. Beyond his individual achievements, Dr. Kumar actively engages with the academic community, serving as editor for two edited books and as Guest Editor for reputable journals like the Journal of Information and Optimization Sciences, Journal of Statistical and Management Sciences, and Environment and Social Psychology. His editorial roles underscore his dedication to fostering intellectual discourse and shaping the trajectory of scholarly inquiry. Dr Nitendra Kumar epitomizes academic excellence, blending profound expertise with a steadfast commitment to advancing mathematical knowledge and its interdisciplinary applications.

Santosh Kumar, PhD, is Assistant Professor in the Department of Mathematics, Sharda School of Basic Sciences and Research, Sharda University, Greater Noida, India. He obtained his Ph.D. degree from Aligarh Muslim University Aligarh, in 2016. He is actively involved in the research areas, namely nonlinear partial differential equations, diffusion models, wavelet transform, mathematical modeling, image processing, etc. He has taught undergraduate subjects such as linear algebra, differential equations, complex analysis, advanced calculus, and probability and statistics. He has taught real analysis, topology, functional analysis, partial differential equations, and many more at the post-graduation level. Besides attending, presenting scientific papers, delivering invited talks, and chairing sessions at national/international conferences and seminars, he has organized several workshops and conferences as an organizing secretary. He has published many research papers in reputed national and international journals and book chapters published in an edited book published by international publishers. He is also reviewer of many reputed journals.

Padmesh Tripathi, PhD，於印度大諾伊達的Sharda University完成其博士學位。目前，Tripathi博士在印度大諾伊達的Delhi Technical Campus的AIDS系擔任數學教授。他擁有超過23年的教學經驗，已在知名期刊和出版社發表22篇論文/書章，並擁有4項印度創新專利。他的研究領域包括數據科學、機器學習、逆問題、優化、信號/圖像處理等。Tripathi博士被Marquis Who's Who列入終身成就名單，並獲得2021年SEMS Foundation（印度諾伊達）最佳學者獎。Tripathi博士曾與多家知名出版社如IGI Global、Wiley-Scrivener、Taylor & Francis、Elsevier、Springer、Inderscience等以作者、審稿人、編輯、客座編輯等多種身份合作。Tripathi博士曾獲得來自劍橋大學（英國）、加州大學洛杉磯分校（美國）、法國INRIA、芬蘭東部大學（庫奧皮奧）、奧地利RICAM等知名機構的資助，並造訪這些地點。

Mritunjay Rai, PhD，於印度IIT-ISM Dhanbad的電機工程系完成熱成像應用的博士學位，並在Birla Institute of Technology-Mesra（印度朗齊）獲得優異的儀器與控制碩士學位，以及在Shri Ramswaroop Memorial College of Engineering and Management（印度勒克瑙）獲得電子與通信工程的學士學位。目前，Rai博士在印度巴拉班基的Shri Ramswaroop Memorial University擔任助理教授。Rai博士在研究和學術方面擁有超過12年的工作經驗，並指導過多個本科和研究生項目。他在Springer、Elsevier、IEEE、Inderscience和MECS等知名期刊上發表了多篇研究文章，並為Intech Open Access、CRC、IGI Global和Elsevier等出版社的書籍貢獻了多個章節。他是Wiley、AAP、NOVA和IGI等知名出版社出版的書籍的編輯，並積極擔任審稿人，審查多篇期刊論文及國內外會議的研究論文。他的研究興趣包括圖像處理、語音處理、人工智慧、機器學習、深度學習、智能交通監控系統、物聯網（IoT）以及機器人與自動化。

Nitendra Kumar, PhD，是一位成就卓越的學者，擁有Sharda University的數學博士學位及Dr. Ram Manohar Lohia Avadh University的數學與統計碩士學位，並在Amity University的Amity Business School擔任助理教授，擁有超過十年的專業經驗。他的研究興趣廣泛，涵蓋小波及其變體、數據挖掘、逆問題、流行病建模、分數導數商業分析和統計方法，展現出對多個領域知識推進的深刻承諾。Kumar博士在學術界的貢獻顯著，擁有超過30篇在知名期刊發表的研究論文、16篇書章及12本關於工程數學、計算和商業分析等相關主題的著作。值得注意的是，他的學術影響力超越傳統研究領域，參與了兩項創新解決方案的專利申請。除了個人成就外，Kumar博士積極參與學術社群，擔任兩本編輯書籍的編輯，並擔任《Journal of Information and Optimization Sciences》、《Journal of Statistical and Management Sciences》和《Environment and Social Psychology》等知名期刊的客座編輯。他的編輯角色彰顯了他對促進智識交流和塑造學術探究方向的承諾。Nitendra Kumar博士體現了學術卓越，融合了深厚的專業知識。