Title :
Fast segmentation, conversion and rendering of volumetric data using GPU
Author :
Bohak, Ciril ; Sodja, Anton ; Marolt, Matija ; Mitrovic, Uros ; Pernus, Franjo
Author_Institution :
Fac. of Comput. & Inf. Sci., Univ. of Ljubljana, Ljubljana, Slovenia
Abstract :
In this paper we present a proof-of-concept implementation of fast volumetric data segmentation, conversion to polygonal mesh geometry and rendering. All parts of the method are implemented on the graphical processing unit, which allows high degree of parallelization. Implementations of presented algorithms are done in the OpenCL framework and are integrated in blood vessel visualisation software Neck Veins. This paper presents where and to what degree parts of method can be parallelized. In results we also show to what degree we can speed-up the implementation by using parallel computing power of the graphical processing units.
Keywords :
data visualisation; graphics processing units; medical computing; rendering (computer graphics); GPU; Neck Veins software; OpenCL framework; blood vessel visualisation software; fast volumetric data segmentation; graphics processing unit; parallel computing power; parallelization degree; polygonal mesh geometry; volumetric data conversion; volumetric data rendering; Biomedical imaging; Computed tomography; Graphics processing units; Three-dimensional displays; 3D visualisation; GPU computation; medical visualisation; volume data segmentation;
Conference_Titel :
Systems, Signals and Image Processing (IWSSIP), 2014 International Conference on
Conference_Location :
Dubrovnik