DocumentCode
1742249
Title
An evaluation of ridge extraction methods for portal imaging
Author
Stoeckel, J. ; Vos, F.M. ; Vos, P.H. ; Vossepoel, A.M.
Author_Institution
Fac. of Appl. Sci., Delft Univ. of Technol., Netherlands
Volume
3
fYear
2000
fDate
2000
Firstpage
429
Abstract
In this paper an existing ridge detector based on the Hessian tensor and a new one based on the structure tensor are evaluated for use in portal/simulator imaging. Tensor smoothing is introduced as a scaling parameter. By changing this scale (as opposed to the image scale) the detectors can be tuned to suppress spurious ridges without moving them. Desirable ridge detector properties for portal/simulator imaging are described and the ridge definitions are tested accordingly. Experiments show that our new ridge detector outperformed the existing one in simulator/portal image matching
Keywords
feature extraction; image matching; medical image processing; smoothing methods; tensors; Hessian tensor; image matching; portal imaging; ridge extraction; structure tensor; tensor smoothing; Detectors; Image matching; Medical treatment; Optical imaging; Pattern recognition; Portals; Position measurement; Smoothing methods; Tensile stress; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.903576
Filename
903576
Link To Document