A Label Geometry Image Filter for Multiple Object Measurement
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Please use this identifier to cite or link to this publication: http://hdl.handle.net/1926/1493
The itkLabelGeometryImageFilter is a new ITK filter that enables the measurement of geometric features of labeled objects. It calculates features similar to the "regionprops" command of Matlab. It is related to the itkLabelStatisticsImageFilter in that both filters measure features of labeled masks. It differs, however, in that it measures geometric features of the objects themselves rather than statistics
of image intensities under the masks defined by the objects. This document describes the mathematical background of the geometric features measured by this filter and describes the framework of the code, which is structured to enable easy expandability as new object features are desired.
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plus Automatic Testing Results by Insight-Journal Dashboard on Mon Sep 8 14:28:25 2008 for revision #4
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plus Automatic Testing Results by Insight-Journal Dashboard on Thu Aug 14 16:07:13 2008 for revision #2
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plus Automatic Testing Results by Insight-Journal Dashboard on Thu Aug 14 15:00:29 2008 for revision #1
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Reviews
plus Important features for ITK by Gaetan Lehmann on 2009-01-03 15:24:57 for revision #4
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plus Great contribution to ITK! by Julien Jomier on 2008-11-29 11:34:30 for revision #4
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plus a usefull filter for image analysis by Isaac Abbott on 2008-10-08 12:16:10 for revision #4
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plus Good filter for collecting statistics from labled images by Anonymous on 08-26-2008 for revision #2
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plus Very useful! by Kwame Kutten on 08-24-2008 for revision #2
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plus Nice filter to have by Anonymous on 08-19-2008 for revision #2
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Categories: Image, Iterators, Linear Algebra
Keywords: Object features, Shape geometry measurements, Image moments, Matlab regionprops
Toolkits: ITK
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