Title :
Visualization Three-Dimensional Geological Modeling Using CUDA
Author :
Li, Meng ; Dong, Lanfang
Author_Institution :
Vision Comput. & Visualization Lab., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
Three-dimensional geological model can describe the types of geological information, and express a variety of topological relations among geological phenomena. Kriging interpolation is an important spatial interpolation method of geological modeling, but every grid point needs to compute augmented matrix and solve equations. With the modeling scale and bore data quantity increasing rapidly, we propose to use CUDA which is multi-threaded parallelism to implement parallel Kriging interpolation algorithm. Cutting the geological model can effectively analyze their internal structure, however, the traditional serial cut algorithms are slow when grid quantity is large. We propose a novel geological model polyline cut algorithm using CUDA. The algorithm is based on grid structure, using polyline to cut stratum surfaces. And then the geological faults can be simulated based on our cut algorithm. We make high speedup and preferable visualization effects finally.
Keywords :
data visualisation; geology; grid computing; interpolation; multi-threading; parallel algorithms; parallel architectures; solid modelling; statistical analysis; CUDA; compute unified device architecture; geological fault; geological information; geological model polyline cut algorithm; grid structure; multithreaded parallelism; parallel Kriging interpolation algorithm; stratum surface; three-dimensional geological model; visualization; Algorithm design and analysis; Computational modeling; Data models; Geology; Graphics processing unit; Interpolation; Mathematical model; CUDA; Kriging interpolation; parallel multi-thread; polyline cut; three-dimensional geological modeling;
Conference_Titel :
Image and Graphics (ICIG), 2011 Sixth International Conference on
Conference_Location :
Hefei, Anhui
Print_ISBN :
978-1-4577-1560-0
Electronic_ISBN :
978-0-7695-4541-7
DOI :
10.1109/ICIG.2011.94