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
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