Title :
Hardware accelerated watershed based echocardiographic image segmentation
Author :
Drop, D. ; Latala, Z. ; Kasperek, J. ; Patury, R. ; Rajda, P.J. ; Sadowski, J. ; Szydlowski, L. ; Wojnar, L.
Author_Institution :
Cardiac Surg. & Transplantology Clinic, Jagiellonian Univ.
Abstract :
The proposed poster presents a hardware accelerated left ventricle detection algorithm. Based on marker controlled watershed segmentation method, the algorithm core works sequentially: detection result from a given frame is taken as the segmentation marker to process the next frame. The complete algorithm is written in Matlab. It performs more then 20 elementary operations and needs tens of minutes to compute one movie. As this is a serious disadvantage in clinical application, hardware acceleration has been proposed. Authors built an experimental PC based system equipped with data translation frame-grabber and Alpha-Data ADM-XRC-II board with high capacity Virtex II field programmable gate array. Hardware implementation of particular algorithm stages shows significant speedup due to the possibility of computation concurrency in FPGA Virtex II device
Keywords :
echocardiography; field programmable gate arrays; image segmentation; mathematics computing; medical image processing; Alpha-Data ADM-XRC-II board; FPGA Virtex II device; Matlab; PC based system; Virtex II field programmable gate array; data translation frame-grabber; echocardiography; hardware accelerated watershed; hardware acceleration; hardware implementation; image segmentation; left ventricle detection algorithm; marker controlled watershed segmentation method; segmentation marker; Acceleration; Concurrent computing; Detection algorithms; Field programmable gate arrays; Filtering; Hardware; Image processing; Image segmentation; Motion pictures; Performance analysis;
Conference_Titel :
Computers in Cardiology, 2005
Conference_Location :
Lyon
Print_ISBN :
0-7803-9337-6
DOI :
10.1109/CIC.2005.1588224