BOOKS - Artificial Intelligence-Based System for Gaze-Based Communication
Artificial Intelligence-Based System for Gaze-Based Communication - B.G.D.A Madhusanka, Sureswaran Ramadass, Premkumar Rajagopal 2024 PDF CRC Press BOOKS
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Artificial Intelligence-Based System for Gaze-Based Communication
Author: B.G.D.A Madhusanka, Sureswaran Ramadass, Premkumar Rajagopal
Year: 2024
Pages: 173
Format: PDF
File size: 10.1 MB
Language: ENG



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The book "Artificial IntelligenceBased System for GazeBased Communication" presents a new approach to communication based on the use of artificial intelligence and eye movement tracking. This technology allows individuals to communicate through gaze gestures, which can be more intuitive and natural than traditional methods such as speech or typing. The book explores the potential benefits and challenges of this approach, including improved accessibility for individuals with disabilities, enhanced collaboration, and privacy concerns. The book begins by discussing the current state of communication technology and how it has evolved over time. It highlights the limitations of traditional methods and the need for a more innovative approach. The authors then introduce the concept of gaze-based communication and its potential advantages, such as increased expressiveness and accuracy. They also address the technical challenges of implementing this technology, including the need for high-quality eye trackers and sophisticated algorithms to interpret gaze gestures. Next, the book delves into the details of the system architecture, describing the hardware and software components required to support gaze-based communication. This includes the use of cameras and sensors to capture eye movements, as well as machine learning algorithms to process and interpret these movements.
В книге «Artificial IntelligenceBased System for GazeBased Communication» представлен новый подход к коммуникации, основанный на использовании искусственного интеллекта и отслеживания движения глаз. Эта технология позволяет людям общаться посредством жестов взгляда, которые могут быть более интуитивными и естественными, чем традиционные методы, такие как речь или набор текста. В книге рассматриваются потенциальные преимущества и проблемы этого подхода, включая улучшение доступности для людей с ограниченными возможностями, расширение сотрудничества и проблемы конфиденциальности. Книга начинается с обсуждения текущего состояния коммуникационных технологий и того, как они развивались с течением времени. Он подчеркивает ограничения традиционных методов и необходимость более инновационного подхода. Затем авторы вводят понятие общения на основе взгляда и его потенциальные преимущества, такие как повышенная выразительность и точность. Они также решают технические проблемы внедрения этой технологии, включая потребность в высококачественных трекерах для глаз и сложных алгоритмах для интерпретации жестов взгляда. Далее книга углубляется в детали архитектуры системы, описывая аппаратные и программные компоненты, необходимые для поддержки коммуникации на основе взгляда. Это включает в себя использование камер и датчиков для захвата движений глаз, а также алгоритмов машинного обучения для обработки и интерпретации этих движений.
livre « Intelligence artificielleBased System for GazeBased Communication » présente une nouvelle approche de la communication basée sur l'utilisation de l'intelligence artificielle et le suivi des mouvements oculaires. Cette technologie permet aux gens de communiquer par des gestes de regard qui peuvent être plus intuitifs et naturels que les méthodes traditionnelles telles que la parole ou la saisie. livre examine les avantages et les défis potentiels de cette approche, y compris l'amélioration de l'accessibilité pour les personnes handicapées, l'amélioration de la collaboration et les problèmes de confidentialité. livre commence par discuter de l'état actuel des technologies de la communication et de leur évolution au fil du temps. Il souligne les limites des méthodes traditionnelles et la nécessité d'une approche plus innovante. s auteurs introduisent ensuite la notion de communication fondée sur le regard et ses avantages potentiels, tels que l'expression et la précision accrues. Ils répondent également aux défis techniques de la mise en œuvre de cette technologie, y compris le besoin de traceurs pour les yeux de haute qualité et d'algorithmes complexes pour interpréter les gestes du regard. Ensuite, le livre explore les détails de l'architecture du système en décrivant les composants matériels et logiciels nécessaires pour soutenir la communication basée sur le regard. Cela comprend l'utilisation de caméras et de capteurs pour capturer les mouvements des yeux, ainsi que des algorithmes d'apprentissage automatique pour traiter et interpréter ces mouvements.
libro «Inteligencia Artificialstema Basado para la Comunicación GazeBased» presenta un nuevo enfoque de la comunicación basado en el uso de la inteligencia artificial y el seguimiento del movimiento ocular. Esta tecnología permite a las personas comunicarse a través de gestos de mirada que pueden ser más intuitivos y naturales que los métodos tradicionales, como hablar o escribir. libro aborda los posibles beneficios y desafíos de este enfoque, incluyendo una mejor accesibilidad para las personas con discapacidad, una mayor colaboración y desafíos de privacidad. libro comienza con una discusión sobre el estado actual de las tecnologías de la comunicación y cómo han evolucionado a lo largo del tiempo. Subraya las limitaciones de los métodos tradicionales y la necesidad de un enfoque más innovador. autores introducen entonces el concepto de comunicación basada en la mirada y sus beneficios potenciales, como una mayor expresividad y precisión. También resuelven problemas técnicos para implementar esta tecnología, incluyendo la necesidad de rastreadores oculares de alta calidad y algoritmos complejos para interpretar los gestos de la mirada. A continuación, el libro profundiza en los detalles de la arquitectura del sistema, describiendo los componentes de hardware y software necesarios para apoyar la comunicación basada en la mirada. Esto incluye el uso de cámaras y sensores para captar los movimientos oculares, así como algoritmos de aprendizaje automático para procesar e interpretar estos movimientos.
Il libro «Artistical IntelligenceBased System for GazeBased Communication» presenta un nuovo approccio alla comunicazione basato sull'intelligenza artificiale e sul tracciamento oculare. Questa tecnologia permette alle persone di comunicare attraverso gesti di visione che possono essere più intuitivi e naturali di metodi tradizionali, come il linguaggio o il set di testo. Il libro descrive i potenziali vantaggi e le sfide di questo approccio, tra cui il miglioramento dell'accessibilità alle persone con disabilità, la maggiore collaborazione e la privacy. Il libro inizia con una discussione sullo stato attuale delle tecnologie di comunicazione e su come si sono evolute nel tempo. Sottolinea i limiti dei metodi tradizionali e la necessità di un approccio più innovativo. Gli autori introducono poi il concetto di comunicazione basata sullo sguardo e i suoi potenziali vantaggi, come una maggiore espressività e precisione. Risolvono anche i problemi tecnici dell'implementazione di questa tecnologia, tra cui la necessità di tracker di alta qualità per gli occhi e algoritmi complessi per interpretare i gesti visivi. Il libro approfondisce i dettagli dell'architettura del sistema, descrivendo i componenti hardware e software necessari per supportare la comunicazione basata sullo sguardo. Questo include l'uso di telecamere e sensori per catturare i movimenti oculari e algoritmi di apprendimento automatico per elaborare e interpretare questi movimenti.
Das Buch „Artificial IntelligenceBased System for GazeBased Communication“ stellt einen neuen Kommunikationsansatz vor, der auf dem Einsatz künstlicher Intelligenz und der Verfolgung von Augenbewegungen basiert. Diese Technologie ermöglicht es Menschen, durch Blickgesten zu kommunizieren, die intuitiver und natürlicher sein können als traditionelle Methoden wie Sprache oder Tippen. Das Buch untersucht die potenziellen Vorteile und Herausforderungen dieses Ansatzes, einschließlich der Verbesserung der Zugänglichkeit für Menschen mit Behinderungen, der verstärkten Zusammenarbeit und der Datenschutzbedenken. Das Buch beginnt mit einer Diskussion über den aktuellen Stand der Kommunikationstechnologien und wie sie sich im Laufe der Zeit entwickelt haben. Er betont die Grenzen traditioneller Methoden und die Notwendigkeit eines innovativeren Ansatzes. Die Autoren stellen dann das Konzept der blickbasierten Kommunikation und ihre potenziellen Vorteile wie erhöhte Ausdruckskraft und Genauigkeit vor. e adressieren auch die technischen Herausforderungen bei der Implementierung dieser Technologie, einschließlich der Notwendigkeit hochwertiger Eye-Tracker und ausgeklügelter Algorithmen zur Interpretation von Blickgesten. Als nächstes geht das Buch auf die Details der Systemarchitektur ein und beschreibt die Hardware- und Softwarekomponenten, die zur Unterstützung der blickbasierten Kommunikation erforderlich sind. Dazu gehören der Einsatz von Kameras und Sensoren zur Erfassung von Augenbewegungen sowie maschinelle rnalgorithmen zur Verarbeitung und Interpretation dieser Bewegungen.
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Bakış Tabanlı İletişim için Yapay Zeka Tabanlı stem, yapay zeka ve göz takibine dayalı iletişime yeni bir yaklaşım getiriyor. Bu teknoloji, insanların konuşma veya yazma gibi geleneksel yöntemlerden daha sezgisel ve doğal olabilen göz hareketleriyle iletişim kurmalarını sağlar. Kitap, engelli insanlar için daha iyi erişilebilirlik, artan işbirliği ve gizlilik endişeleri de dahil olmak üzere bu yaklaşımın potansiyel faydalarını ve zorluklarını ele almaktadır. Kitap, iletişim teknolojilerinin mevcut durumunu ve zaman içinde nasıl geliştiklerini tartışarak başlıyor. Geleneksel yöntemlerin sınırlarını ve daha yenilikçi bir yaklaşıma duyulan ihtiyacı vurgular. Yazarlar daha sonra bakışa dayalı iletişim kavramını ve artan ifade ve doğruluk gibi potansiyel faydalarını ortaya koymaktadır. Ayrıca, göz hareketlerini yorumlamak için yüksek kaliteli göz izleyicilerine ve sofistike algoritmalara duyulan ihtiyaç da dahil olmak üzere bu teknolojiyi benimsemenin teknik zorluklarını ele alıyorlar. Daha sonra, kitap, sistem mimarisinin ayrıntılarını inceleyerek, görünüm tabanlı iletişimi desteklemek için gerekli donanım ve yazılım bileşenlerini açıklar. Bu, göz hareketlerini yakalamak için kamera ve sensörlerin yanı sıra bu hareketleri işlemek ve yorumlamak için makine öğrenme algoritmalarının kullanılmasını da içerir.
「基於GazeCommunication的人工智能系統」一書介紹了一種基於人工智能和眼動跟蹤的新通信方法。這項技術使人們能夠通過凝視手勢進行交流,與語音或打字等傳統方法相比,凝視手勢可以更直觀和自然。該書探討了這種方法的潛在好處和挑戰,包括改善殘疾人的無障礙環境、加強合作和隱私問題。本書首先討論了通信技術的當前狀態以及它們如何隨著時間的推移而發展。他強調傳統方法的局限性,以及需要采取更創新的方法。然後,作者介紹了基於觀點的交流概念及其潛在優勢,例如增強的表現力和準確性。他們還解決了采用該技術的技術難題,包括需要高質量的眼睛跟蹤器和復雜的算法來解釋外觀手勢。該書進一步深入研究了系統體系結構的細節,描述了支持基於視圖的通信所需的硬件和軟件組件。這包括使用攝像頭和傳感器捕獲眼睛運動,以及機器學習算法來處理和解釋這些運動。

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