DocumentCode
1107491
Title
Direct extraction of boundaries from computed tomography scans
Author
Thirion, Jean-philippe
Author_Institution
INRIA, Sophia Antipolis, France
Volume
13
Issue
2
fYear
1994
fDate
6/1/1994 12:00:00 AM
Firstpage
322
Lastpage
328
Abstract
Presents a method, based on the filtered backprojection technique (FBP), to extract directly the boundaries of X-ray images, without previous image reconstruction. The author preprocess the raw data in order to compute directly the reconstructed values of the gradient or of the Laplacian at any location in the plane (defined with real coordinates). The reconstructed value of the gradient and of the Laplacian correspond to the exact mathematical definition of the differentials of the image. For noisy data, the author proposes also to use an extension of existing FBP techniques, adapted to the computation of the gradient and of the Laplacian. Finally, the author shows how to use the corresponding operators to perform the segmentation of a slice, without image reconstruction. Images of the reconstructed gradient, Laplacian, and segmented objects are presented
Keywords
computerised tomography; medical image processing; Laplacian; computed tomography scans; direct boundary extraction; filtered backprojection technique; medical diagnostic imaging; raw data preprocessing; reconstructed gradient; slice segmentation; Computed tomography; Data mining; Filtering; Filters; Image reconstruction; Image segmentation; Laplace equations; Reconstruction algorithms; Surface reconstruction; X-ray imaging;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/42.293925
Filename
293925
Link To Document