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Madhusanka B Artificial Intelligence-Based System For Gaze-Based Communic 2024
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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 explores the intersection of Artificial Intelligence (AI) and gaze-based communication technologies, which is a fascinating topic. One of the most compelling applications of AI is its ability to improve communication for people with varying abilities. Gaze-based communication has emerged as an essential interaction channel for individuals with motor impairments or other conditions that impede conventional communication. Integrating AI into gaze-based communication systems has opened new frontiers, allowing for more natural and efficient ways for individuals to express themselves, interact with technology, and connect with the world. Step into the world of Gaze-Based Communication with Artificial Intelligence, a captivating exploration of the fusion between AI and gaze-based communication technologies. Delving into this intriguing subject, the book highlights the remarkable application of AI in enhancing communication for people with diverse abilities. Gaze-based communication has emerged as a pivotal avenue for individuals facing motor impairments or other challenges in conventional communication. By integrating AI into these systems, new horizons have unfolded, enabling individuals to express themselves, interact with technology, and connect with the world more naturally and efficiently. 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. Preface Introduction to Gaze-Based Communication Assistive Technologies to Implicit Intention Communication Through Visual Behavior for Daily Living Activities An Integrated System for Improved Implicit Intention Communication for Older People on Daily Living Activities The Artificial Neural Network Approached Gaze-Based Implicit Intention Communication Gaze-Based Tracking Applications for the Assisted Living of Elderly People The Challenges of Identifying Daily Living Activities Through Visual Behavior
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Madhusanka B. Artificial Intelligence-Based System for Gaze-Based Communic. 2024.pdf
