空间数据的获取、表示、查询和分析:一个示范性三维数字图书馆

J. Rowe, A. Razdan, A. Simon
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引用次数: 10

摘要

复杂几何模型和从3D信息中提取意义的技术日益强大,创造了复杂的数据,这些数据必须被描述、存储和显示才能对研究人员有用。亚利桑那州立大学(ASU)的空间建模研究伙伴关系(PRISM)项目针对学科科学家感知到的二维(2D)数据表示的局限性,开发了建模和分析工具,提高了抽象水平,并为3D数据增加了语义价值。目标是改善科学交流,并协助产生新知识,特别是对自然物体的不对称性限制使用二维表示进行研究。这些工具使用曲率和拓扑简化了对表面和体积的分析,帮助研究人员理解3D数据并与之交互。这些工具自动提取研究人员感兴趣的特征和区域的信息,计算可量化的、可复制的度量数据,并生成有关被研究对象的元数据。为了帮助研究人员与信息进行交互,该项目开发了基于草图的原型交互界面,允许研究人员远程搜索、识别和与详细、高精度的物体3D模型进行交互。结果支持上下文和空间信息的比较分析,并扩展了对不对称人造和自然物体的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Acquisition, representation, query and analysis of spatial data: a demonstration 3D digital library
The increasing power of techniques to model complex geometry and extract meaning from 3D information create complex data that must be described, stored, and displayed to be useful to researchers. Responding to the limitations of two-dimensional (2D) data representations perceived by discipline scientists, the Partnership for Research in Spatial Modeling (PRISM) project at Arizona State University (ASU) developed modeling and analytic tools that raise the level of abstraction and add semantic value to 3D data. The goals are to improve scientific communication, and to assist in generating new knowledge, particularly for natural objects whose asymmetry limit study using 2D representations. The tools simplify analysis of surface and volume using curvature and topology to help researchers understand and interact with 3D data. The tools produced automatically extract information about features and regions of interest to researchers, calculate quantifiable, replicable metric data, and generate metadata about the object being studied. To help researchers interact with the information, the project developed prototype interactive, sketch-based interfaces that permit researchers to remotely search, identify and interact with the detailed, highly accurate 3D models of the objects. The results support comparative analysis of contextual and spatial information, and extend research about asymmetric man-made and natural objects.
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