DocumentCode :
1857562
Title :
Spine Localization and Vertebral Mobility Analysis Using Faces Contours Detection
Author :
Benjelloun, M. ; Mahmoudi, S.
fYear :
2007
fDate :
22-26 Aug. 2007
Firstpage :
6557
Lastpage :
6560
Abstract :
This paper describes a new segmentation approach for detecting the location and the orientation of the cervical vertebrae in medical X-ray images. A first pre-processing step consists on determining a global polygonal region for each vertebra. After this, we propose a new approach of vertebrae localization based on the four faces detection of each vertebra contour. A specific goal of the proposed application is to create an efficient semi-automated method of identifying the overall angle of curvature of the spine and the angles between vertebrae. The final goal is to determine the motion of the vertebrae induced by their movement between two or several positions.
Keywords :
biomechanics; diagnostic radiography; edge detection; image segmentation; medical image processing; cervical vertebral mobility analysis; faces contours detection; global polygonal region; image segmentation; medical X-ray images; pre-processing step; semiautomated method; spine localization; vertebrae location detection; vertebrae orientation detection; Active appearance model; Biomedical imaging; Face detection; Image analysis; Image segmentation; Shape; Spine; X-ray detection; X-ray detectors; X-ray imaging; Faces Contours Detection; Regions vertebrae selection; Template Matching; Vertebral Mobility analysis; Cervical Vertebrae; Movement; Radiographic Image Interpretation, Computer-Assisted;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
ISSN :
1557-170X
Print_ISBN :
978-1-4244-0787-3
Type :
conf
DOI :
10.1109/IEMBS.2007.4353862
Filename :
4353862
Link To Document :
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