Artificial Intelligence-Based System for Gaze-Based Communication
Madhusanka, B. G. D. a., Ramadass, Sureswaran, Rajagopal, Premkumar
相關主題
商品描述
This book focuses on the artificial neural network-based system for gaze-based communication. It covers the feasible and practical collaboration of human-computer interaction (HCI) in which a user can intuitively express tasks using gaze-based communication. It will target the vast applications of gaze-based communication using computer vision, image processing, and artificial intelligence.
Artificial Intelligence-Based System for Gaze-Based Communication introduces a novel method to recognize the implicit intention of users by using nonverbal communication in combination with computer vision technologies. A novel HCI framework is developed to enable implicit and intuitive gaze-based intention communications. This framework allows the users to intuitively express their intention using natural gaze cues. The book also focuses on robot caregiving technology, which can understand the user's intentions using minimal interactions with the user. The authors examine gaze-based tracking applications for the assisted living of elderly people. The book examines detailed applications of eye-gaze communication for real-life problems. It also examines the advantages that most people can handle gaze-based communications because it requires very little effort, and most of the elderly and impaired can retain visual capability.
This book is ideally designed for students, researchers, academicians, and professionals interested in exploring and implementing gaze-based communication strategies and those working in the field of computer vision and image processing.
商品描述(中文翻譯)
本書專注於基於人工神經網絡的注視通訊系統。它涵蓋了人機交互（HCI）中可行且實用的合作方式，用戶可以通過注視通訊直觀地表達任務。本書將針對使用計算機視覺、圖像處理和人工智能的注視通訊的廣泛應用進行探討。
《基於人工智能的注視通訊系統》介紹了一種新的方法，通過結合非語言溝通和計算機視覺技術來識別用戶的隱含意圖。該書開發了一個新的HCI框架，以實現隱含且直觀的注視意圖通訊。該框架允許用戶使用自然的注視提示直觀地表達他們的意圖。本書還關注機器人照護技術，該技術可以通過與用戶的最小交互來理解用戶的意圖。作者們還研究了用於老年人輔助生活的注視追踪應用。本書詳細探討了眼神交流在現實生活問題中的應用。它還探討了大多數人能夠應對注視通訊的優勢，因為它需要很少的努力，大多數老年人和受損者可以保持視覺能力。
本書適合對探索和實施注視通訊策略感興趣的學生、研究人員、學者和專業人士，以及從事計算機視覺和圖像處理領域的從業人員。
作者簡介
Dr. B.G.D.A. Madhusanka received his B.Tech (Honours) from the Open University of Sri Lanka in 2010, followed by a Master's in Industrial Automation from the University of Moratuwa in 2017. In 2022 he graduated with his PhD in Informatics from the Malaysia University of Science and Technology (MUST). His research direction focus on image processing, service robotics, artificial intelligence, gesture recognition, activities of daily living, and automation.
Professor Sureswaran Ramadass is a Professor at the Malaysian University of Science and Technology (MUST). He is also the Chief Scientist at Crystalviewhd Sdn Bhd (formerly known as NLTVC Sdn Bhd), Crystalviewhd is a Next Generation Internet Communications research and development company and the Managing Director of VHGlobal Sdn Bhd. VHGlobal is an advanced
patient-centric global telehealth platform. Before this, he was the founding Director and Professor at the National Advanced IPv6 Centre of Excellence (NAV6), Universiti Sains Malaysia. He obtained his BsEE/CE (Magna Cum Laude) and Masters in Electrical and Computer Engineering from the University of Miami in 1987 and 1990. He graduated top student in the College of Engineering. He obtained his PhD from Universiti Sains Malaysia (USM) in 2000 while serving as a full-time faculty in the School of Computer Sciences.
Professor Dr Premkumar Rajagopal received his BBA from RMIT University in Melbourne in the year 1996, followed up by an MBA in Universiti Utara Malaysia in 1998. In 2006, he graduated with his PhD in Management from Universiti Sains Malaysia 2006. The current President of Malaysia University of Science and Technology, Prof. Dr. Premkumar is a detail-oriented University President with 14 years of experience in the Education Industry. He is an experienced Logistics and Supply Chain Manager with over 12 years of experience in the electronic industry (INTEL TECHNOLOGY). His professional experience has also earned him the recognition from International Supply Chain Education Alliance (ISCEA), as he was appointed as the President of the ISCEA Malaysia in 2020.
Eng. H.M.K.K.M.B. Herath is a Lecturer in the School of Computing and IT, at the Sri Lanka Technological Campus (SLTC). He teaches course modules in Robotics Engineering, Autonomous Systems, and Embedded System Development. In 2019, Herath received Bachelor of Technology Honours in Mechatronics Engineering at The Open University of Sri Lanka. In 2016, he also graduated from the National Institute of Business Management. He holds professional membership at The Institution of Engineers Sri Lanka (IESL), Engineering Council Sri Lanka (ECSL), and the Institute of Electrical and Electronics Engineers (IEEE). His research interests are in the fields of Biomedical Engineering, Brain-Computer Interfacing (BCI), the Internet of Things (IoT), Human-Computer Interaction (HCI), Artificial Intelligence (AI), and Computational
Intelligence.
作者簡介(中文翻譯)
Dr. B.G.D.A. Madhusanka於2010年從斯里蘭卡開放大學獲得B.Tech（榮譽學位），並於2017年從莫拉圖瓦大學獲得工業自動化碩士學位。2022年，他在馬來西亞科學與技術大學（MUST）獲得了資訊學博士學位。他的研究方向包括影像處理、服務機器人、人工智慧、手勢識別、日常生活活動和自動化。
Sureswaran Ramadass教授是馬來西亞科學與技術大學（MUST）的教授。他還是Crystalviewhd Sdn Bhd（前身為NLTVC Sdn Bhd）的首席科學家，Crystalviewhd是一家下一代互聯網通信研究和開發公司，以及VHGlobal Sdn Bhd的總經理。VHGlobal是一個先進的以患者為中心的全球遠程醫療平台。在此之前，他是馬來西亞理工大學國家先進IPv6卓越中心（NAV6）的創始主任和教授。他於1987年和1990年分別從邁阿密大學獲得了BsEE / CE（榮譽學位）和電機與計算機工程碩士學位。他在工程學院中成績優秀。他在馬來西亞理工大學（USM）任教期間於2000年獲得博士學位，並擔任計算機科學學院的全職教師。
Premkumar Rajagopal教授於1996年在墨爾本的RMIT大學獲得BBA學位，並於1998年在馬來西亞北方大學獲得MBA學位。2006年，他在馬來西亞理工大學獲得管理學博士學位。馬來西亞科學與技術大學的現任校長Premkumar教授是一位注重細節的大學校長，在教育行業擁有14年的經驗。他是一位經驗豐富的物流和供應鏈經理，在電子行業（INTEL TECHNOLOGY）擁有超過12年的經驗。他的專業經驗也使他獲得了國際供應鏈教育聯盟（ISCEA）的認可，他於2020年被任命為ISCEA馬來西亞的主席。
Eng. H.M.K.K.M.B. Herath是斯里蘭卡科技校園（SLTC）計算機與資訊技術學院的講師。他教授機器人工程、自主系統和嵌入式系統開發等課程模塊。2019年，Herath在斯里蘭卡開放大學獲得機電一體化工程學榮譽學士學位。2016年，他還從國家商業管理學院畢業。他是斯里蘭卡工程師學會（IESL）、斯里蘭卡工程委員會（ECSL）和電機與電子工程師學會（IEEE）的專業會員。他的研究興趣涉及生物醫學工程、腦-電腦界面（BCI）、物聯網（IoT）、人機交互（HCI）、人工智慧（AI）和計算智能等領域。
