Title :
Hybrid diffusion compared with existing diffusion schemes on simulated low dose CT scans
Author :
Mendrik, A.M. ; Vonken, E.P.A. ; Schilham, A.M.R. ; Viergever, M.A. ; van Ginneken, B.
Author_Institution :
Inst. of Image Sci., Univ. Med. Center Utrecht
Abstract :
Because of the growing interest in low dose computed tomography (CT) scanning, noise has become a major issue in CT imaging. Diffusion filtering is a well-known technique for filtering noise from images. We propose a hybrid diffusion model, which combines edge-enhancing diffusion (EED) and coherence-enhancing diffusion (CED) in a continuous manner. This diffusion model is compared with five existing diffusion schemes. Quantitative experimental results are presented on clinical CT chest scans, using high dose and simulated low dose scans
Keywords :
computerised tomography; image enhancement; medical image processing; noise; clinical CT chest scans; coherence-enhancing diffusion; computed tomography; diffusion filtering; edge-enhancing diffusion; hybrid diffusion model; noise filtering; simulated low dose CT scans; Biomedical imaging; Blood vessels; Cancer; Computational modeling; Computed tomography; Eigenvalues and eigenfunctions; Filtering; Medical simulation; Pixel; Tensile stress;
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2006. 3rd IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-9576-X
DOI :
10.1109/ISBI.2006.1625091