Title :
A Modification to MC Algorithm Using Data Mining Technique
Author :
Li, Xuemei ; Zhang, Caiming ; Zhang, Caiqing
Author_Institution :
Sch. of Comput. Sci. & Technol., Shandong Univ., Jinan
Abstract :
A new method for volume visualization of CT images is presented. The new method uses the information that the given set of CT images is taken from an original volumetric function. The new method first computes the fitting points of the original function with data mining technique, then the fitting points are used to construct 3D model by MC algorithm. The constructed 3D model by the new method has higher precision and good quality. Experiments for testing the efficiency of the new method are included.
Keywords :
curve fitting; data mining; data visualisation; solid modelling; 3D model construction; CT image; data mining; fitting point; marching cubes algorithm; volume visualization; Algorithm design and analysis; Computed tomography; Computer science; Data mining; Data visualization; Image reconstruction; Interpolation; Isosurfaces; Testing; Topology;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Jinan Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.584
