Title :
Extraction algorithm of pulmonary fissures using thin-section CT images
Author :
Kubo, M. ; Niki, N. ; Nakagawa, S. ; Eguchi, K. ; Kaneko, M. ; Moriyama, N. ; Omatsu, H. ; Kakinuma, R. ; Yamaguchi, N.
Author_Institution :
Dept. of Opt. Sci., Tokushima Univ., Japan
Abstract :
In this paper, the authors describe a new automatic extraction algorithm of the pulmonary major and minor fissures from three dimensional (3-D) chest thin-section images of helical computed tomography (CT). These fissures are useful for the analysis of pulmonary conformation and the diagnosis of lung cancer. This algorithm consists mainly of the correction and the emphasis of a 2-D linear shadow. The authors applied the proposed algorithm to 25 sets of CT examinations of 12 patients. The results showed that major and minor fissures can be extracted by the proposed algorithm, without reference to linear artifacts on axial CT images by the beam hardening effect, and the motion artifacts by the cardiac beat
Keywords :
cancer; computerised tomography; feature extraction; lung; medical image processing; 2-D linear shadow; axial CT images; beam hardening effect; cardiac beat; extraction algorithm; helical computed tomography; linear artifacts; lung cancer diagnosis; medical diagnostic imaging; motion artifacts; pulmonary fissures; thin-section CT images; three dimensional chest thin-section images; Algorithm design and analysis; Biopsy; Cancer detection; Computed tomography; Diagnostic radiography; Hospitals; Image reconstruction; Lesions; Lungs; Optimized production technology;
Conference_Titel :
Nuclear Science Symposium, 1998. Conference Record. 1998 IEEE
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-5021-9
DOI :
10.1109/NSSMIC.1998.773932