3-D spatio-temporal Gabor-type filter implementations with Time-Derivative Cellular Neural Networks

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dc.authorid0000-0003-4414-0163
dc.authorid0000-0001-8590-1518
dc.contributor.authorYavuz, Oğuzhanen_US
dc.contributor.authorTural Polat, Sadiye Nergisen_US
dc.contributor.authorCesur, Evrenen_US
dc.contributor.authorTavşanoğlu, Ahmet Vedaten_US
dc.date.accessioned2019-08-31T12:10:23Z
dc.date.accessioned2019-08-05T16:04:56Z
dc.date.available2019-08-31T12:10:23Z
dc.date.available2019-08-05T16:04:56Z
dc.date.issued2013
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractIn this paper, a 3-D spatio-temporal Gabor-type filter is implemented using Time-Derivative Cellular Neural Network (TDCNN) structure. To this end, the transfer function of the spatio-temporal filter previously constructed by cascading a CNN spatial filter with a temporal filter is shown to be made equal to that of a band-pass filter obtained using a TDCNN structure having first-order temporal derivative diffusion connections only. By equating the coefficients, we obtain the discrete-space Fourier transforms of the TDCNN templates of the Gabor-type band-pass filter. Taking the inverse Fourier transform yields the TDCNN templates. Simulation results are presented.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationYavuz, O., Tural Polat, S. N., Cesur, E. & Tavşanoğlu, A. V. (2013). 3-D spatio-temporal gabor-type filter implementations with time-derivative cellular neural networks. Paper presented at the 2013 European Conference on Circuit Theory and Design, ECCTD 2013 - Proceedings, 1-4. doi:10.1109/ECCTD.2013.6662325en_US
dc.identifier.doi10.1109/ECCTD.2013.6662325
dc.identifier.endpage4
dc.identifier.isbn9783000437854
dc.identifier.scopus2-s2.0-84892641184
dc.identifier.scopusqualityN/A
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/1903
dc.identifier.urihttps://dx.doi.org/10.1109/ECCTD.2013.6662325
dc.indekslendigikaynakScopusen_US
dc.institutionauthorTavşanoğlu, Ahmet Vedaten_US
dc.institutionauthorid0000-0001-8590-1518
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.ispartof2013 European Conference on Circuit Theory and Design, ECCTD 2013 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject3-D Gabor-type filteren_US
dc.subjectSpatio-temporal filteren_US
dc.subjectTDCNNen_US
dc.subjectDiffusion connectionsen_US
dc.subjectInverse Fourier transformsen_US
dc.subjectSpatial filtersen_US
dc.subjectTemporal derivativesen_US
dc.subjectTemporal filtersen_US
dc.subjectBandpass filtersen_US
dc.subjectCellular neural networksen_US
dc.subjectCircuit theoryen_US
dc.subjectFourier transformsen_US
dc.subjectGabor filtersen_US
dc.title3-D spatio-temporal Gabor-type filter implementations with Time-Derivative Cellular Neural Networksen_US
dc.typeConference Objecten_US
dspace.entity.typePublication

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