Title :
Level set segmentation in graphics hardware
Author :
Rumpf, M. ; Strzodka, R.
Author_Institution :
Appl. Math., Duisburg Univ., Germany
fDate :
6/23/1905 12:00:00 AM
Abstract :
Implicit active contours are a very flexible technique in the segmentation of digital images. A novel type of hardware implementation is presented here to approach real time applications We propose to exploit the high performance of modern graphics cards for numerical computations. Vectors are regarded as images and linear algebraic operations on vectors are realized by the graphics operations of image blending. Thus, the performance benefits from the high memory bandwidth and the economy of command transfers, while the restricted precision does not infect the qualitative behavior of the level set propagation Here, we pick up a first order solver for the basic implicit level set model and present an implementation performing at 2 ms for an explicit timestep on a 1282 image
Keywords :
add-on boards; digital signal processing chips; image segmentation; image texture; cormnand transfers; digital images; first order solver; graphics hardware; graphics operations; hardware implementation; image blending; implicit active contours; implicit level set model; level set propagation; level set segmentation; linear algebraic operations; memory bandwidth; real time applications; segmentation; vectors; Active contours; Bandwidth; Digital images; Graphics; Hardware; High performance computing; Image segmentation; Level set; Mathematics; Modems;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958320