Title :
High speed parallel processing of biomedical optics data with PC graphic hardware
Author :
Jiang, Chao ; Li, Pengcheng ; Luo, Qingming
Author_Institution :
Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, 430074, China
Abstract :
In the field of biomedical optics, many approaches need to process tremendous data set using complicated algorithms, which cause heavy computation and limit their applications in the real-time conditions, such as clinical diagnoses and therapy. In this paper, we present and review several successful applications using GPU (graphic processing unit) to accelerate the processing of biomedical optics data including image processing, Monte Carlo simulation, image reconstruction and statistics analysis. It is shown that GPU are proved to obtain significant performance improvement in contrast with the traditional used methods based on CPU calculation.
Keywords :
Acceleration; Biomedical computing; Biomedical optical imaging; Graphics; Hardware; High speed optical techniques; Image processing; Medical treatment; Optical computing; Parallel processing;
Conference_Titel :
Communications and Photonics Conference and Exhibition (ACP), 2009 Asia
Conference_Location :
Shanghai, China
Print_ISBN :
978-1-55752-877-3
Electronic_ISBN :
978-1-55752-877-3