Editors:
- Covers key developments in the field of Intelligent Scene Modeling and Human Computer Interaction
- Presents an integrated view of Computer Graphics, Vision, Machine Learning, AI and Social Robotics
- Describes new semantic methods to interact with an intelligent complex world
- Discusses current and future opportunities in Virtual Human Interaction
Part of the book series: Human–Computer Interaction Series (HCIS)
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Table of contents (15 chapters)
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Front Matter
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Intelligent Scene Modeling (ISM)
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Front Matter
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Human Computer Interaction (HCI)
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Front Matter
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About this book
This edited book is one of the first to describe how Autonomous Virtual Humans and Social Robots can interact with real people and be aware of the surrounding world using machine learning and AI. It includes:
· Many algorithms related to the awareness of the surrounding world such as the recognition of objects, the interpretation of various sources of data provided by cameras, microphones, and wearable sensors
· Deep Learning Methods to provide solutions to Visual Attention, Quality Perception, and Visual Material Recognition
· How Face Recognition and Speech Synthesis will replace the traditional mouse and keyboard interfaces
· Semantic modeling and rendering and shows how these domains play an important role in Virtual and Augmented Reality Applications.
Intelligent Scene Modeling and Human-Computer Interaction explains how to understand the composition and build very complex scenes and emphasizes the semantic methods needed to have an intelligent interaction with them. It offers readers a unique opportunity to comprehend the rapid changes and continuous development in the fields of Intelligent Scene Modeling.
Editors and Affiliations
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Institute for Media Innovation, Nanyang Technological University, Singapore, Singapore
Nadia Magnenat Thalmann, Manoj Ramanathan
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Bournemouth University, Poole, UK
Jian Jun Zhang
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School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausa, Lausanne, Switzerland
Daniel Thalmann
Bibliographic Information
Book Title: Intelligent Scene Modeling and Human-Computer Interaction
Editors: Nadia Magnenat Thalmann, Jian Jun Zhang, Manoj Ramanathan, Daniel Thalmann
Series Title: Human–Computer Interaction Series
DOI: https://doi.org/10.1007/978-3-030-71002-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-71001-9Published: 09 June 2021
Softcover ISBN: 978-3-030-71004-0Published: 10 June 2022
eBook ISBN: 978-3-030-71002-6Published: 08 June 2021
Series ISSN: 1571-5035
Series E-ISSN: 2524-4477
Edition Number: 1
Number of Pages: XI, 282
Number of Illustrations: 6 b/w illustrations, 74 illustrations in colour
Topics: User Interfaces and Human Computer Interaction, Simulation and Modeling