DocumentCode :
2606474
Title :
Coordinate transformations, symmetries, and GHT
Author :
Bigün, Josef
Author_Institution :
Signal Process. Lab., Swiss Federal Inst. of Technol., Lausanne, Switzerland
Volume :
3
fYear :
1996
fDate :
16-19 Sep 1996
Firstpage :
197
Abstract :
A conjugate harmonic function pair is a suitable curvi-linear coordinate pair with which image iso-gray curves can be described. In this representation, images or parts of images which are symmetric with respect to such a function pair, have iso-gray curves which are lines or parallel line patterns. Detecting these lines, or generalized linear symmetry fitting as it will be called, corresponds to finding invariants of Lie groups of transformations. The associated Lie infinitesimal operators help constructing detection algorithms which are simple. The procedure, which is shown to be an extension of the generalized Hough transform, performs detection by voting and accumulating evidence for the searched pattern. Experimental results illustrating the theory are presented
Keywords :
Hough transforms; Lie groups; edge detection; image representation; image segmentation; symmetry; GHT; Lie groups invariants; aerial images segmentation; associated Lie infinitesimal operators; conjugate harmonic function pair; coordinate transformations; curvi-linear coordinate pair; detection algorithms; function pair; generalized Hough transform; generalized linear symmetry fitting; image iso-gray curves; line detection; parallel line patterns; representation; searched pattern; symmetries; voting; Algebra; Energy measurement; Image edge detection; Image segmentation; Kernel; Laplace equations; Shape; Signal processing; Signal processing algorithms; Voting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1996. Proceedings., International Conference on
Conference_Location :
Lausanne
Print_ISBN :
0-7803-3259-8
Type :
conf
DOI :
10.1109/ICIP.1996.560418
Filename :
560418
Link To Document :
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