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
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;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.903576