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Multi-scale Steerable Phase-Symmetry Filters for ITK
|Please use this identifier to cite or link to this publication: http://hdl.handle.net/10380/3330|
Submitted by Charles Hatt on 12-09-2011.
We have implemented filters for computing phase symmetry (PS) in ITK using steerable filters computed and applied in the Fourier domain. In some recent publications, phase symmetry has been shown to be a useful pre-processing measure for performing image registration and segmentation. Matlab implementations of the code are currently available, but may be slower than C++ versions and most importantly, do not work with volumetric (3D) data. In this paper we briefly provide background information and list some applications of PS filters from the literature. We then provide instructions and examples of how to use the classes and executables.
Automatic Testing Results by Insight-Journal Dashboard on Fri Dec 30 08:52:06 2011 for revision #1
expertise: 5 sensitivity: 5
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|Categories:||Edge Detection, Feature extraction, Filtering, Image, Registration, Segmentation|
|Keywords:||Local Phase, Wavelet, Phase Symmetry|
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