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