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Intelligent Scene Modeling and Human-Computer Interaction

E-BookPDF1 - PDF WatermarkE-Book
282 Seiten
Englisch
Springer International Publishingerschienen am08.06.20211st ed. 2021
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.
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Verfügbare Formate
BuchGebunden
EUR171,19
E-BookPDF1 - PDF WatermarkE-Book
EUR160,49

Produkt

KlappentextThis 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.
Details
Weitere ISBN/GTIN9783030710026
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2021
Erscheinungsdatum08.06.2021
Auflage1st ed. 2021
Seiten282 Seiten
SpracheEnglisch
IllustrationenXI, 282 p. 80 illus., 74 illus. in color.
Artikel-Nr.5784934
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
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.mehr

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