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 :
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