Contour shape analysis with applications to cytology.
Item
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Title
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Contour shape analysis with applications to cytology.
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Identifier
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AAI9325160
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identifier
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9325160
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Creator
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Wali, Rahman.
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Contributor
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Adviser: Joseph Barba
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Date
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1993
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Language
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English
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Publisher
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City University of New York.
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Subject
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Engineering, Electronics and Electrical | Biophysics, Medical | Engineering, Biomedical | Health Sciences, Radiology
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Abstract
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Shape analysis is important in classification where deviation of a contour from a model are measured. In pathology, deviation of nuclear contour from an ellipse is sometime useful in cell classification. We present a method based on Fourier series expansion, to determine the best fit ellipse to a given contour by minimizing the difference in the ellipticity factors and keeping the same area for the contour and the matched ellipse. We also compared our method to the Grid-Search method in terms of speed and accuracy. Finally we applied our method to the diagnosis of cancer cells.
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Type
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dissertation
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Source
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PQT Legacy CUNY.xlsx
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degree
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Ph.D.