Distance Transformations Based on Ordered Weighted Averaging Operators
dc.contributor.author | Lopez-Molina, Carlos | |
dc.contributor.author | De Miguel, Laura | |
dc.contributor.author | Iglesias-Rey, Sara | |
dc.contributor.author | Bustince, Humberto | |
dc.contributor.author | De Baets, Bernard | |
dc.date.accessioned | 2021-12-24T17:36:52Z | |
dc.date.available | 2021-12-24T17:36:52Z | |
dc.date.issued | 2022-01-04 | |
dc.description.abstract | Binary image comparison has been a study subject for a long time, often rendering in context-specific solutions that depend upon the type of visual contents in the binary images. Distance transformations have been a recurrent tool in many of such solutions. The literature contains works on the generation and definition of distance transformations, but also on how to make a sensible use of their results. In this work, we attempt to solve one of the most critical problems in the application of distance transformations to real problems: their oversensitivity to certain spurious pixels which, even if having a minimal visual impact in the binary images to be compared, may have a severe impact on their distance transforms. With this aim, we combine distance transformations with Ordered Weighted Averaging (OWA) operators, a well-known information fusion tool from Fuzzy Set Theory. | |
dc.format.extent | 10 pages | |
dc.identifier.doi | 10.24251/HICSS.2022.266 | |
dc.identifier.isbn | 978-0-9981331-5-7 | |
dc.identifier.uri | http://hdl.handle.net/10125/79598 | |
dc.language.iso | eng | |
dc.relation.ispartof | Proceedings of the 55th Hawaii International Conference on System Sciences | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | Soft Computing: Theory Innovations and Problem Solving Benefits | |
dc.subject | binary image comparison | |
dc.subject | boundary image comparison | |
dc.subject | distance transformations | |
dc.subject | owa operator | |
dc.title | Distance Transformations Based on Ordered Weighted Averaging Operators | |
dc.type.dcmi | text |
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