Intelligent Scene Modeling and Human-Computer Interaction
暫譯: 智能場景建模與人機互動
Thalmann, Nadia Magnenat, Zhang, Jian Jun, Ramanathan, Manoj
- 出版商: Springer
- 出版日期: 2022-06-10
- 售價: $6,450
- 貴賓價: 9.5 折 $6,128
- 語言: 英文
- 頁數: 296
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030710041
- ISBN-13: 9783030710040
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相關分類:
Computer Vision、DeepLearning、人工智慧
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相關主題
商品描述
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.
商品描述(中文翻譯)
前言.- 第一部分:智能場景建模.- 介紹.- 物體檢測:最新技術及其未來.- 基於NBNN的區別性3D動作與手勢識別.- 具有優化葉節點的隨機森林用於霍夫投票.- 建模人類對3D場景的感知.- 現實世界3D物體的模型重建:使用Microsoft HoloLens的應用.- 語義建模與渲染.- 基於單一影像的內容感知語義室內場景建模.- 從網格生成CityGML建築模型的互動標記.- TooltY:結合動作捕捉與3D重建以在3D環境中展示工具使用的方法.- 使用遞迴神經網絡生成3D面部表情.- 第二部分:人機互動.- 在協作分析會議中利用多模態介面促進決策.- 人類與技術的互動:最新技術狀況及其自然性缺失.- 社會機器人中無聲互動技術的調查.- 探索社會智能機器人的潛力與接受度。