Title :
Using GPUs for beamforming acceleration on SAFT imaging
Author :
Romero, D. ; Martínez-Graullera, O. ; Martín, C.J. ; Higuti, R.T. ; Octavio, A.
Author_Institution :
Dept. Sist., CSIC, Madrid, Spain
Abstract :
SAFT techniques are based on the sequential activation, in emission and reception, of the array elements and the post-processing of all the received signals to compose the image. Thus, the image generation can be divided into two stages: (1) the excitation and acquisition stage, where the signals received by each element or group of elements are stored; and (2) the beamforming stage, where the signals are combined together to obtain the image pixels. The use of Graphics Processing Units (GPUs), which are programmable devices with a high level of parallelism, can accelerate the computations of the beamforming process, that usually includes different functions such as dynamic focusing, band-pass filtering, spatial filtering or envelope detection. This work shows that using GPU technology can accelerate, in more than one order of magnitude with respect to CPU implementations, the beamforming and post-processing algorithms in SAFT imaging.
Keywords :
acoustic signal processing; array signal processing; coprocessors; image processing; ultrasonic applications; GPU; SAFT imaging; Synthetic Aperture Focusing Technique; acquisition stage; array element sequential activation; band pass filtering; beamforming acceleration; beamforming process computation; beamforming stage; dynamic focusing; envelope detection; excitation stage; graphics processing units; image generation; signal post processing; spatial filtering; Acceleration; Array signal processing; Band pass filters; Concurrent computing; Filtering; Focusing; Graphics; Image generation; Parallel processing; Pixel;
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
DOI :
10.1109/ULTSYM.2009.5441790