Title :
A PC-based fully-programmable medical ultrasound imaging system using a graphics processing unit
Author :
Kim, Seokhyun ; Sohn, Hak-yeol ; Chang, Jin Ho ; Song, Tai-kyoung ; Yoo, Yangmo
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
Abstract :
In this paper, a PC-based fully-programmable medical ultrasound imaging system is presented where a high performance graphics processing unit (GPU) is utilized to perform entire ultrasound processing. In the proposed architecture, ultrasound signal and image processing algorithms were divided into four modules and efficiently implemented on the NVIDA´s Computer Unified Device Architecture (CUDA) platform (GeForce GTX285, NVIDA, Santa Clara, CA, USA). To evaluate the real-time performance of the proposed architecture, 64-channel, 128-scanline pre-beamformed radio-frequency (RF) data were captured with a commercial ultrasound machine (G40, Siemens Healthcare, Mountain View, CA, USA). The execution time was measured by examining the time stamp produced by a CIDA timer. For generating a 800×600 ultrasound B-mode image, it takes 18.32 ms for single-beam based ultrasound processing with the acquisition time of 19.7 ms. These results indicate that the GPU-based fully-programmable system architecture can support real-time ultrasound signal and image processing.
Keywords :
acoustic signal processing; array signal processing; biomedical ultrasonics; medical image processing; GeForce GTX285; NVIDA CUDA platform; NVIDA Computer Unified Device Architecture; PC-based fully-programmable medical ultrasound imaging system; graphics processing unit; image processing algorithm; prebeamformed radiofrequency data; ultrasound processing; Array signal processing; Computer architecture; Graphics processing unit; Imaging; Kernel; Radio frequency; Ultrasonic imaging; Graphics processing unit; beamforming; programmable ultrasound imaging system; real-time processing;
Conference_Titel :
Ultrasonics Symposium (IUS), 2010 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-0382-9
DOI :
10.1109/ULTSYM.2010.5935662