Title :
A comparison between traditional shift-and-add (SAA) and point-by-point back projection (BP) -- relevance to morphology of microcalcifications for isocentric motion in Digital Breast tomosynthesis (DBT)
Author :
Chen, Ying ; Lo, Joseph Y. ; Dobbins, James T.
Author_Institution :
Southern Illinois Univ. at Carbondale, Carbondale
Abstract :
Digital breast tomosynthesis (DBT) is a three-dimensional imaging technique providing an arbitrary set of reconstruction planes in the breast with limited series of projection images. This paper describes a comparison between traditional shift-and-add (SAA) and point-by-point back projection (BP) algorithms by impulse response and modulation transfer function (MTF) analysis. Due to the partial isocentric motion of the x-ray tube in DBT, structures such as microcalcifications appear slightly blurred in traditional shift-and-add (SAA) images in the direction perpendicular to the direction of tube´s motion. Point-by-point BP improved rendition of microcalcifications. The sharpness and morphology of calcifications were improved in a human subject images. A filtered back projection (FBP) deblurring approach was used to demonstrate deblurred point-by-point BP tomosynthesis images. The point-by-point BP rather than traditional SAA should be considered as the foundation of further deblurring algorithms for DBT reconstruction.
Keywords :
biological organs; computerised tomography; gynaecology; image restoration; medical image processing; deblurring; digital breast tomosynthesis; filtered back projection; impulse response; isocentric motion; microcalcifications; modulation transfer function; point-by-point back projection algorithm; projection images; reconstruction planes; shift-and-add algorithm; Back; Biomedical engineering; Breast cancer; Detectors; Humans; Image edge detection; Image reconstruction; Morphology; Transfer functions; X-ray imaging;
Conference_Titel :
Bioinformatics and Bioengineering, 2007. BIBE 2007. Proceedings of the 7th IEEE International Conference on
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-1509-0
DOI :
10.1109/BIBE.2007.4375617