Artificial Intelligence-Based System for Gaze-Based Communication
暫譯: 基於人工智慧的注視溝通系統
Madhusanka, B. G. D. a., Ramadass, Sureswaran, Rajagopal, Premkumar
- 出版商: CRC
- 出版日期: 2026-05-21
- 售價: $2,580
- 貴賓價: 9.5 折 $2,451
- 語言: 英文
- 頁數: 160
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032447923
- ISBN-13: 9781032447926
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相關分類:
影像辨識 Image-recognition
海外代購書籍(需單獨結帳)
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路的注視溝通系統。它涵蓋了人機互動（HCI）的可行性和實用性合作，使用者可以直觀地通過注視溝通來表達任務。它將針對使用計算機視覺、影像處理和人工智慧的注視溝通的廣泛應用。
《基於人工智慧的注視溝通系統》介紹了一種新穎的方法，通過結合非語言溝通和計算機視覺技術來識別使用者的隱含意圖。開發了一個新穎的HCI框架，以實現隱含和直觀的基於注視的意圖溝通。該框架允許使用者使用自然的注視提示直觀地表達他們的意圖。本書還專注於機器人照護技術，該技術可以通過與使用者的最小互動來理解使用者的意圖。作者探討了基於注視的追蹤應用，旨在協助老年人的生活。本書詳細探討了眼睛注視溝通在現實問題中的應用。它還探討了大多數人能夠處理基於注視的溝通的優勢，因為這需要非常少的努力，而大多數老年人和殘障人士仍然能保持視覺能力。
本書理想地設計給有興趣探索和實施注視溝通策略的學生、研究人員、學者和專業人士，以及在計算機視覺和影像處理領域工作的人士。
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榮譽工學士學位，隨後於2017年在莫拉圖瓦大學獲得工業自動化碩士學位。2022年，他在馬來西亞科技大學（MUST）獲得資訊學博士學位。他的研究方向集中在影像處理、服務機器人、人工智慧、手勢識別、日常生活活動及自動化等領域。Sureswaran Ramadass教授是馬來西亞科技大學（MUST）的教授。他同時也是Crystalviewhd Sdn Bhd（前身為NLTVC Sdn Bhd）的首席科學家，Crystalviewhd是一家下一代網際網路通訊研究與開發公司，並且是VHGlobal Sdn Bhd的執行董事。VHGlobal是一個以病人為中心的全球遠程健康平台。在此之前，他是馬來西亞科學大學國家先進IPv6卓越中心（NAV6）的創始主任和教授。他於1987年和1990年在邁阿密大學獲得電機與計算機工程的優等學位（Magna Cum Laude）和碩士學位。他在工程學院中畢業成績最佳。2000年，他在馬來西亞科學大學（USM）獲得博士學位，並在計算機科學學院擔任全職教職。
Premkumar Rajagopal教授於1996年在墨爾本的RMIT大學獲得商業管理學士學位，並於1998年在馬來西亞烏達大學獲得工商管理碩士學位。2006年，他在馬來西亞科學大學獲得管理學博士學位。現任馬來西亞科技大學校長的Premkumar教授是一位注重細節的校長，擁有14年的教育行業經驗。他是一位經驗豐富的物流與供應鏈經理，在電子行業（INTEL TECHNOLOGY）擁有超過12年的經驗。他的專業經歷也使他獲得國際供應鏈教育聯盟（ISCEA）的認可，並於2020年被任命為ISCEA馬來西亞的會長。
H.M.K.K.M.B. Herath是斯里蘭卡科技校區（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的課程模組。2019年，Herath在斯里蘭卡開放大學獲得機電工程的榮譽工學士學位。2016年，他也從國立商業管理學院畢業。他是斯里蘭卡工程師協會（IESL）、斯里蘭卡工程委員會（ECSL）和電氣與電子工程師學會（IEEE）的專業會員。他的研究興趣包括生物醫學工程、大腦-計算機介面（BCI）、物聯網（IoT）、人機互動（HCI）、人工智慧（AI）和計算智能。
