Improving the Hough Transform through Three New Morphological Operators

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dc.contributor.authorBaykal, Ibrahim Cem
dc.date.accessioned2025-01-06T17:29:44Z
dc.date.available2025-01-06T17:29:44Z
dc.date.issued2019
dc.description2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019 -- 21 September 2019 through 22 September 2019 -- Malatya -- 153040
dc.description.abstractDespite being one of the most famous line detectors, Hough Transform has reliability issues. Hough Transform works better on long lines. This article introduces three new binary morphological operators that stretches binary edge images. The first of these operators thins the output of the binary edge image so that the second one can stretch it. The third operator, smooth, is designed for smoothing the lines that are stretched. Results show that these two operators improve Hough Transform results considerably at a very low computational expense. The author publicly shared the executable of the algorithm and the dataset on the Github to prove the efficiency of the method. © 2019 IEEE.
dc.description.sponsorshipTÜBİTAK, (115C008); Türkiye Bilimsel ve Teknolojik Araştirma Kurumu, TÜBITAK
dc.identifier.doi10.1109/IDAP.2019.8875918
dc.identifier.isbn978-172812932-7
dc.identifier.scopus2-s2.0-85074882894
dc.identifier.urihttps://doi.org/10.1109/IDAP.2019.8875918
dc.identifier.urihttps://hdl.handle.net/20.500.14669/1316
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof2019 International Conference on Artificial Intelligence and Data Processing Symposium, IDAP 2019
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectcircle detector
dc.subjectHough Transform
dc.subjectImage Processing
dc.subjectline detector
dc.subjectmorphologic operator
dc.subjectOpenCV
dc.titleImproving the Hough Transform through Three New Morphological Operators
dc.typeConference Object

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