Image matching by using fuzzy transforms

Authors:
Ferdinando Di Martino;Salvatore Sessa
Affiliations:
Dipartimento di Architettura, Università degli Studi di Napoli Federico II, Napoli, Italy;Dipartimento di Architettura, Università degli Studi di Napoli Federico II, Napoli, Italy
Venue:
Advances in Fuzzy Systems - Special issue on Fuzzy Functions, Relations, and Fuzzy Transforms 2013
Year:
2013

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Abstract

We apply the concept of Fuzzy Transform (for short, F-transform) for improving the results of the image matching based on the Greatest Eigen Fuzzy Set (for short, GEFS) with respect tomax-min composition and the Smallest Eigen Fuzzy Set (for short, SEFS) with respect to min-max composition already studied in the literature. The direct F-transform of an image can be compared with the direct F-transform of a sample image to be matched and we use suitable indexes to measure the grade of similarity between the two images. We make our experiments on the image dataset extracted from the well-known Prima Project View Sphere Database, comparing the results obtained with this method with that one based on the GEFS and SEFS. Other experiments are performed on frames of videos extracted from the Ohio State University dataset.