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Extraction of Visual Material and Spatial Information from Text Description for Scene Visualization

机译:从文本描述中提取视觉材料和空间信息以实现场景可视化

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The generation of 3D virtual scene could be greatly simplified by integration of natural language interface. This involves complex task of extracting of visual object, material and their spatial information from language description. The knowledge of visual perception, spatial language, natural language processing and graphic representation can be combined with one another to accomplish the task of generating a virtual scene. This paper first mentions a variety of research in developing language based scene application. This is followed by a brief introduction of natural language processing technology. Some related theories of human visual perception and spatial language are investigated in section 3. A representation formalism based on word-concept-visual information has been proposed by linking the levels of meaning and visualization in section 4. Finally, we draw conclusion and mentioned future work.
机译:通过集成自然语言界面,可以大大简化3D虚拟场景的生成。这涉及从语言描述中提取视觉对象,材料及其空间信息的复杂任务。视觉感知,空间语言,自然语言处理和图形表示的知识可以相互结合,以完成生成虚拟场景的任务。本文首先提到在开发基于语言的场景应用程序方面的各种研究。接下来是对自然语言处理技术的简要介绍。在第3节中研究了人类视觉感知和空间语言的一些相关理论。在第4节中,通过将意义和可视化的层次联系起来,提出了一种基于词-概念-视觉信息的表示形式主义。最后,我们得出结论并提到了未来工作。

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