Title :
A real time Breast Microwave Radar imaging reconstruction technique using simt based interpolation
Author :
Flores-Tapia, Daniel ; Pistorius, Stephen
Author_Institution :
Div. of Med. Phys., CancerCare Manitoba, MB, Canada
Abstract :
Breast Microwave Radar(BMR) is a novel imaging modality that is capable of producing high contrast images and can detect tumors of at least 4mm. To properly visualize the responses from the breast structures, BMR data sets must be reconstructed. In this paper, a real time BMR image formation technique is proposed. This approach is based on the use of a Single Instruction Multiple Thread(SIMT) interpolation method. By using this programming model, the proposed approach can be implemented on General Purpose Graphic Processing Unit (GPGPU) platform to speed up the reconstruction process. The proposed method yielded promising results when applied to simulated data sets obtained using anatomically accurate numeric phantoms. In average, the proposed approach yielded speed increases of one order of magnitude compared to its CPU counterpart, and two orders of magnitude with respect to current BMR reconstruction techniques.
Keywords :
biological organs; computer graphic equipment; coprocessors; image reconstruction; interpolation; medical image processing; microwave imaging; multi-threading; radar imaging; tumours; BMR data sets; BMR image formation technique; BMR reconstruction techniques; CPU; SIMT; general purpose graphic processing unit platform; high contrast images; numeric phantoms; programming model; real time breast microwave radar imaging reconstruction technique; simulated data sets; single instruction multiple thread interpolation method; tumors; Breast; Computational modeling; Image reconstruction; Interpolation; Microwave imaging; Microwave theory and techniques; Radar imaging; Breast microwave radar; GPU; real time image processing;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5652126