Intelligent scene modeling and human-computer interaction / Nadia Magnenat Thalmann, Jian Jun Zhang, Manoj Ramanathan, Daniel Thalmann, editors.
Magnenat-Thalmann, Nadia, 1946- editor.; Zhang, Jian Jun, editor.; Ramanathan, Manoj, editor.; Thalmann, Daniel, editor.
2021
QA76.9.C65 I48 2021eb
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Title
Intelligent scene modeling and human-computer interaction / Nadia Magnenat Thalmann, Jian Jun Zhang, Manoj Ramanathan, Daniel Thalmann, editors.
ISBN
9783030710026 (electronic bk.)
3030710025 (electronic bk.)
9783030710019
3030710017
DOI
https://doi.org/10.1007/978-3-030-71002-6
Published
Cham : Springer, [2021]
Copyright
©2021
Language
English
Description
1 online resource : illustrations (chiefly color)
Item Number
10.1007/978-3-030-71002-6 doi
Call Number
QA76.9.C65 I48 2021eb
Dewey Decimal Classification
003/.3
Summary
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.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed June 18, 2021).
Added Author
Magnenat-Thalmann, Nadia, 1946- editor.
Zhang, Jian Jun, editor.
Ramanathan, Manoj, editor.
Thalmann, Daniel, editor.
Series
Human-computer interaction series. 1571-5035
Available in Other Form
Print version: 9783030710019
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Online Access
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Preface
Part I: Intelligent Scene Modeling
Introduction
Object Detection: State of the Art and Beyond
NBNN-Based Discriminative 3D Action and Gesture Recognition
Random Forests with Optimized Leaves for Hough-Voting
Modeling Human Perception of 3D Scenes
Model Reconstruction of Real-world 3D Objects: An Application with Microsoft HoloLens
Semantic Modeling and Rendering
Content-aware Semantic Indoor Scene Modeling from a Single Image
Interactive Labeling for Generation of CityGML Building Models from Meshes
TooltY: An Approach for the Combination of Motion Capture and 3D Reconstruction to Present Tool Usage in 3D Environments
Generating 3D Facial Expressions with Recurrent Neural Networks
Part 2: Human-computer Interaction
Facilitating Decision Making with Multimodal Interfaces in Collaborative Analytical Sessions
Human-Technology Interaction: The State of the Art and the Lack of Naturalism
Survey of Speechless Interaction Techniques in Social Robotics
Exploring Potential and Acceptance of Socially Intelligent Robot.

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