Title :
Automated construction of three dimensional image processing procedures by pictorial example with application to medical images
Author :
Shimizu, Akinobu ; Zhou, Xiang-Rong ; Hasegawa, Jun-ichi ; Toriwaki, Jun-ichiro
Author_Institution :
Dept. of Inf. Eng., Nagoya Univ., Japan
fDate :
31 Oct-3 Nov 1996
Abstract :
Presents an expert system for three dimensional image processing. In analyzing three dimensional gray images, e.g. CT images, a process for extraction of interest regions from each image is frequently required. However, it is difficult to construct all extinction procedure with parameters optimized for each purpose. The proposed system can automatically construct a three dimensional object extraction procedure based on a sample figure presented by a user. The authors applied this system to generating a cancer extraction procedure from a chest CT image and confirmed that the constructed procedure can extract nearly the same region as the real cancer shadow from the image
Keywords :
computerised tomography; feature extraction; medical expert systems; medical image processing; CT images; automated construction; cancer extraction procedure; chest CT; interest regions extraction; medical diagnostic imaging; pictorial example; real cancer shadow; sample figure; three dimensional gray images; three dimensional image processing procedures; three dimensional object extraction procedure; Application software; Biomedical engineering; Cancer; Computed tomography; Expert systems; Image databases; Image processing; Image reconstruction; Rendering (computer graphics); Visualization;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.652760