DocumentCode :
1979730
Title :
An Algorithm of Extracting Intracranial Structures from Cerebral Computed Tomography
Author :
Wang, Haibo ; Li, Xueyao
Author_Institution :
Center of Educ. Technol. & Inf., Mudanjiang Med. Univ., Mudanjiang
Volume :
6
fYear :
2008
fDate :
12-14 Dec. 2008
Firstpage :
440
Lastpage :
443
Abstract :
A novel algorithm is proposed in this paper in terms of the existing extraction algorithms for intracranial structures on cerebral computed tomography (CT) lacking automation. The skull image from CT is characterized by great width and high gray-level, considering that, the proposed algorithm uses linear filtering to extract the outline of skull. and then mathematic morphology and horizontal scanning algorithm is employed for automatic segmentation of intracranial structures on cerebral CT. Experiment on 100 cases of cerebral CT demonstrates that the ratio of automatic segmentation reaches up to 99%, and the results are accurate and encouraging.
Keywords :
bone; computerised tomography; feature extraction; filtering theory; image segmentation; medical image processing; automatic segmentation; cerebral computed tomography; extraction algorithm; horizontal scanning algorithm; intracranial structure; linear filtering; mathematic morphology; skull image; Biomedical imaging; Computed tomography; Filtering algorithms; Image segmentation; Lesions; Maximum likelihood detection; Morphological operations; Morphology; Skull; Software algorithms; cerebral computed; image segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
Type :
conf
DOI :
10.1109/CSSE.2008.1636
Filename :
4723292
Link To Document :
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