Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection

Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection

This paper presents a new algorithm for filtering and detecting circular and deformed circular objects. The resulting procedure is based on fuzzifying the parameters of a circular Gabor filter to optimize the response of the circular Gabor filter and achieve additional selectivity of the filter. Cir...

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Main Authors: Vladimir Tadic, Akos Odry, Attila Toth, Zoltan Vizvari, Peter Odry
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Circular Gabor filters
fuzzification of filter parameters
fuzzy system
image filtering
image texture analysis
object detection
Online Access:https://ieeexplore.ieee.org/document/9096272/
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spelling doaj-5b5c8412c11b4acf8216d43b7a83c5fc2021-03-30T02:15:08ZengIEEEIEEE Access2169-35362020-01-018967069671310.1109/ACCESS.2020.29955539096272Fuzzified Circular Gabor Filter for Circular and Near-Circular Object DetectionVladimir Tadic0Akos Odry1Attila Toth2Zoltan Vizvari3Peter Odry4Institute of Informatics, University of Dunaújváros, Dunaújváros, HungaryInstitute of Informatics, University of Dunaújváros, Dunaújváros, HungaryMedical School, Institute of Physiology, University of Pecs, Pecs, HungaryDepartment of Environmental Engineering, Faculty of Engineering and Information Technology, University of Pecs, Pecs, HungaryInstitute of Informatics, University of Dunaújváros, Dunaújváros, HungaryThis paper presents a new algorithm for filtering and detecting circular and deformed circular objects. The resulting procedure is based on fuzzifying the parameters of a circular Gabor filter to optimize the response of the circular Gabor filter and achieve additional selectivity of the filter. Circular and deformed circular objects of interest were efficiently extracted, and considerable resistance to noise and image degradation was achieved.https://ieeexplore.ieee.org/document/9096272/Circular Gabor filtersfuzzification of filter parametersfuzzy systemimage filteringimage texture analysisobject detection
collection DOAJ
language English
format Article
sources DOAJ
author Vladimir Tadic
Akos Odry
Attila Toth
Zoltan Vizvari
Peter Odry
spellingShingle Vladimir Tadic
Akos Odry
Attila Toth
Zoltan Vizvari
Peter Odry
Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection
IEEE Access
Circular Gabor filters
fuzzification of filter parameters
fuzzy system
image filtering
image texture analysis
object detection
author_facet Vladimir Tadic
Akos Odry
Attila Toth
Zoltan Vizvari
Peter Odry
author_sort Vladimir Tadic
title Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection
title_short Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection
title_full Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection
title_fullStr Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection
title_full_unstemmed Fuzzified Circular Gabor Filter for Circular and Near-Circular Object Detection
title_sort fuzzified circular gabor filter for circular and near-circular object detection
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description This paper presents a new algorithm for filtering and detecting circular and deformed circular objects. The resulting procedure is based on fuzzifying the parameters of a circular Gabor filter to optimize the response of the circular Gabor filter and achieve additional selectivity of the filter. Circular and deformed circular objects of interest were efficiently extracted, and considerable resistance to noise and image degradation was achieved.
topic Circular Gabor filters
fuzzification of filter parameters
fuzzy system
image filtering
image texture analysis
object detection
url https://ieeexplore.ieee.org/document/9096272/
work_keys_str_mv AT vladimirtadic fuzzifiedcirculargaborfilterforcircularandnearcircularobjectdetection
AT akosodry fuzzifiedcirculargaborfilterforcircularandnearcircularobjectdetection
AT attilatoth fuzzifiedcirculargaborfilterforcircularandnearcircularobjectdetection
AT zoltanvizvari fuzzifiedcirculargaborfilterforcircularandnearcircularobjectdetection
AT peterodry fuzzifiedcirculargaborfilterforcircularandnearcircularobjectdetection
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