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Intelligent Scene Modeling and Human-Computer Interaction

Part of the Human–Computer Interaction Series Book Series

Editors: Thalmann, Nadia Magnenat; Zhang, Jian Jun; Ramanathan, Manoj; Thalmann, Daniel

DOI: 10.1007/978-3-030-71002-6

ISBN: 978-3-030-71001-9

Publisher: Springer International Publishing - Springer Journals

Jun 9, 2021

1 - 10 of 15 Chapters

Available

Introduction

Magnenat Thalmann, Nadia; Zhang, Jian Jun; Ramanathan, Manoj; Thalmann, Daniel

Pages: 3 –7

[Technological advances have a tremendous impact on everyone’s life and are interwoven into everything we do. The computer was a significant invention in the last century, which has quietly transformed and morphed into many devices that have rapidly become indispensable to our daily life, such as...
Available

Object Detection: State of the Art and Beyond

Li, Hanhui; Jiang, Xudong; Magnenat Thalmann, Nadia

Pages: 9 –29

[As one of the fundamental problems of scene understanding and modeling, object detection has attracted extensive attention in the research communities of computer vision and artificial intelligence. Recently, inspired by the success of deep learning, various deep neural network-based models have...
Available

NBNN-Based Discriminative 3D Action and Gesture Recognition

Weng, Junwu; Jiang, Xudong; Yuan, Junsong

Pages: 31 –47

[The non-parametric models, e.g., Naive Bayes Nearest Neighbor (NBNN) Boiman et al. (Proceedings of the IEEE conference on Computer Vision and Pattern Recognition (CVPR). IEEE, pp 1–8, 2008), have achieved great success in object recognition problem. This success in object recognition motivates...
Available

Random Forests with Optimized Leaves for Hough-Voting

Liang, Hui; Yuan, Junsong

Pages: 49 –66

[Random forest-based Hough-voting techniques are important in numerous computer vision problems such as pose estimation and gesture recognition. Particularly, the voting weights of leaf nodes in random forests have a big impact on performance. We propose to improve Hough-voting with random...
Available

Modeling Human Perception of 3D Scenes

Yildiz, Zeynep Cipiloglu; Bulbul, Abdullah; Capin, Tolga

Pages: 67 –88

[The ultimate goal of computer graphics is to create images for viewing by people. The artificial intelligence-based methods should consider what is known about human visual perception in vision science literature. Modeling visual perception of 3D scenes requires the representation of several...
Available

Model Reconstruction of Real-World 3D Objects: An Application with Microsoft HoloLens

Jung, Younhyun; Wu, Yuhao; Jung, Hoijoon; Kim, Jinman

Pages: 89 –104

[Digital reconstruction of 3D real-world objects has long been a fundamental requirement in computer graphics and vision for virtual reality (VR) and mixed-reality (MR) applications. In recent years, with the availability of portable and low-cost sensing devices, such as the Kinect Sensor,...
Available

Semantic Modeling and Rendering

Divya Udayan, J.; Kim, HyungSeok

Pages: 105 –127

[3D objects get more attention in various applications including computer games, movies, urban planning, training and so on. To model a large-scale 3D scene, semantic modeling method is getting more attention to efficiently handle the complexity of modeling process. Semantic modeling method could...
Available

Content-Aware Semantic Indoor Scene Modeling from a Single Image

Nie, Yinyu; Chang, Jian; Zhang, Jian Jun

Pages: 129 –145

[Digitalizing indoor scenes into a 3D virtual world enables people to visit and roam in their daily-life environments through remote devices. However, reconstructing indoor geometry with enriched semantics (e.g. the room layout, object category and support relationship) requires computers to...
Available

Interactive Labeling for Generation of CityGML Building Models from Meshes

Jayaraman, Pradeep Kumar; Zheng, Jianmin; Chen, Yihao; Tan, Chee Boon

Pages: 147 –163

[While 3D building models inherently contain semantic information that is useful for industrial applications such as urban planning and construction analysis, the data of the buildings obtained from acquisition and modeling processes are often mere geometry/graphics information. This paper...
Available

TooltY: An Approach for the Combination of Motion Capture and 3D Reconstruction to Present Tool Usage in 3D Environments

Stefanidi, Evropi; Partarakis, Nikolaos; Zabulis, Xenophon; Zikas, Paul; Papagiannakis, George; Magnenat Thalmann, Nadia

Pages: 165 –180

[Visualization techniques for the usage of tools, handicrafts, and assembly operations are employed for demonstrating processes (e.g., assembly instructions). Until today, most commonly used techniques include written information, sketches in manuals, video instructions, etc. The evolution of...

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