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13.567 Articles in journals published by the UPC
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  • 1998, Vol. V, Núm. 2-3
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Application of fuzzy techniques to the design of algorithms in computer vision

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Montseny Masip, EduardMés informacióMés informació
Sobrevilla Frisón, PilarMés informació
Document typeArticle
Defense date1998
PublisherUniversitat Politècnica de Catalunya. Secció de Matemàtiques i Informàtica
Rights accessOpen Access
Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain
Abstract
In this paper a method for the design of algorithms is presented which use fuzzy techniques in order to achieve a better vagueness treatment. A base of rules will be developed in order to design the algorithms. Data fuzzification problem is solved by using probability density functions and probability distribution functions, whereas data analysis is set out associating, to each one of the "analysis rules", a fuzzy set which will be obtained by applying an aggregation function which will be defined by using an OWA operator. The proposed design provides a solution to the data value fuzzification problem, which is a quite well solved problem for applied control algorithms, but, up to now, displayed great difficulties for vision ones. Moreover, the proposed data analysis method provides a solution for non intrinsic problems from vision algorithms.
URIhttp://hdl.handle.net/2099/3526
ISSN1134-5632
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  • Mathware & soft computing - 1998, Vol. V, Núm. 2-3 [21]
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