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: 2021-06-09
  • 售價: $7,160
  • 貴賓價: 9.5$6,802
  • 語言: 英文
  • 頁數: 282
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030710017
  • ISBN-13: 9783030710019
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

這本編輯書籍是首批描述自主虛擬人類和社交機器人如何與真實人類互動並利用機器學習和人工智慧意識到周圍世界的書籍之一。內容包括:

- 許多與周圍世界意識相關的演算法,例如物體識別、解釋由相機、麥克風和可穿戴感測器提供的各種數據來源
- 深度學習方法,提供視覺注意、品質感知和視覺材料識別的解決方案
- 面部識別和語音合成如何取代傳統的滑鼠和鍵盤介面
- 語意建模和渲染,並展示這些領域在虛擬和擴增實境應用中的重要角色。

《智能場景建模與人機互動》解釋了如何理解組成並構建非常複雜的場景,並強調與之進行智能互動所需的語意方法。它為讀者提供了獨特的機會,以理解智能場景建模領域的快速變化和持續發展。