DocumentCode :
2523982
Title :
GPU-BASED IMAGE MANIPULATION AND ENHANCEMENT TECHNIQUES FOR DYNAMIC VOLUMETRIC MEDICAL IMAGE VISUALIZATION
Author :
Zhang, Qi ; Eagleson, Roy ; Peters, Terry M.
Author_Institution :
Imaging Res. Lab., Robarts Res. Inst., London, Ont.
fYear :
2007
fDate :
12-15 April 2007
Firstpage :
1168
Lastpage :
1171
Abstract :
An important part of an image-guided surgical system is the display component, and seamless interactivity is critical to its successful application in a clinical environment. In this paper, we present several novel techniques for 4D medical image manipulation and enhancement that employ a graphics processing unit (GPU) to accelerate image processing. We describe three types of voxel color and opacity classification algorithms, and two volume clipping techniques, providing alias-free image quality and improved rendering speed. In addition, we applied a pre-integrated volume shading algorithm to enable less graphics memory consumption and computational cost than traditional shading methods, and a new technique is proposed to improve the quality of the image at the clipping plane in the shaded volume. All of these algorithms have been embedded into our 4D cardiac visualization software framework to provide physicians with real-time visualization and manipulation of volume-rendered medical images
Keywords :
cardiology; computer graphics; image enhancement; medical image processing; surgery; alias-free image quality; display component; dynamic medical image visualization; four-dimensional cardiac visualization software; graphics memory consumption; graphics processing unit; image enhancement; image manipulation; image processing; image-guided surgical system; opacity classification algorithms; preintegrated volume shading algorithm; real-time visualization; seamless interactivity; volume clipping techniques; volume-rendered medical images; volumetric medical image visualization; voxel color algorithms; Acceleration; Biomedical imaging; Classification algorithms; Displays; Graphics; Image processing; Image quality; Manipulator dynamics; Surgery; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
Type :
conf
DOI :
10.1109/ISBI.2007.357065
Filename :
4193499
Link To Document :
بازگشت