Title :
Acquisition, representation, query and analysis of spatial data: a demonstration 3D digital library
Author :
Rowe, Jeremy ; Razdan, Anshuman ; Simon, Arleyn
Author_Institution :
Arizona State Univ., Tempe, AZ, USA
Abstract :
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.
Keywords :
Internet; computational geometry; data acquisition; data analysis; data visualisation; digital libraries; feature extraction; information analysis; meta data; query processing; solid modelling; spatial data structures; user interfaces; visual databases; 2D data representation limitation; 3D data abstraction; 3D data interaction; 3D digital library; 3D information extraction; WWW application; asymmetric man-made object; asymmetric natural object; contextual information analysis; data querying; data storage; feature extraction; geometric modelling; image database; knowledge generation; metadata; replicable metric data; scientific communication; scientific visualization; shape recognition; sketch-based interface; spatial data acquisition; spatial data analysis; spatial data representation; spatial information analysis; Data analysis; Data mining; Feature extraction; Information analysis; Information geometry; Prototypes; Software libraries; Solid modeling; Topology; Two dimensional displays;
Conference_Titel :
Digital Libraries, 2003. Proceedings. 2003 Joint Conference on
Print_ISBN :
0-7695-1939-3
DOI :
10.1109/JCDL.2003.1204855