Title :
Research on Preprocessing Algorithm for PET-CT Image Registration
Author :
Han, Fangfang ; Yang, Jinzhu ; Liu, Yang ; Zhao, Hong
Author_Institution :
Sino-Dutch Biomed. & Inf. Eng. Sch., Northeastern Univ., Shenyang, China
fDate :
July 31 2012-Aug. 2 2012
Abstract :
PET and CT image registration is an important tool of clinical diagnosis of diseases. For PET and CT images, a preprocessing algorithm of medical image registration is proposed in this paper. The algorithm process includes image normalization, CT image adaptive threshold adjustment and automatic extraction of tissues based on morphology, edge detection and statistical analysis theory, and improved PET image interpolation based on physical spacing of pixels. The experiment results indicate that the preprocessing methods proposed in this paper have a great effect on PET and CT image registration research because of the exclusion of redundant information and the improvement of the registration algorithm efficiency.
Keywords :
biological tissues; computerised tomography; edge detection; image registration; interpolation; medical image processing; positron emission tomography; statistical analysis; CT image adaptive threshold adjustment; PET-CT image registration; automatic extraction; clinical diagnosis; edge detection; image normalization; improved PET image interpolation; medical image registration; physical spacing; preprocessing algorithm; preprocessing methods; redundant information; registration algorithm efficiency; statistical analysis theory; tissues; Computed tomography; Humans; Image edge detection; Image registration; Interpolation; Morphology; Positron emission tomography; PET/CT; adaptive threshold adjustment; automatic extraction; image registration; preprocessing;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2012 Third International Conference on
Conference_Location :
GuiLin
Print_ISBN :
978-1-4673-2217-1
DOI :
10.1109/ICDMA.2012.163