Hardware emulation of HOG and AMDF based scale and rotation invariant robust shape detection

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dc.contributor.authorPeker M.
dc.contributor.authorAltun H.
dc.contributor.authorKarakaya F.
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2012
dc.departmentNiğde ÖHÜ
dc.description1st International Conference on Engineering and Technology, ICET 2012 -- 10 October 2012 through 11 October 2012 -- New Cairo -- 95199
dc.description.abstractIn this study, a hardware emulation of HOG and AMDF based scale and rotation invariant robust shape detection for Field Programmable Gate Arrays (FPGA) is described. For this purpose, a robust algorithm with light-computational load has been developed based on features extracted from histogram of oriented gradients (HOG). A normalization scheme is proposed to obtain scale-invariant robust features using HOG algorithm. Also a novel method for shape detection is proposed using Average Magnitude Difference Function (AMDF) which leads to a rotation-invariant and computationally light shape detection method. It is shown that the proposed method is robust against noise as well. Also it is indicated that the performance of the method is highly satisfactory for implementation on real-life industrial problems. © 2012 IEEE.
dc.identifier.doi10.1109/ICEngTechnol.2012.6396145
dc.identifier.isbn9.78147E+12
dc.identifier.scopus2-s2.0-84873157012
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://dx.doi.org/10.1109/ICEngTechnol.2012.6396145
dc.identifier.urihttps://hdl.handle.net/11480/865
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.relation.ispartofInternational Conference on Engineering and Technology, ICET 2012 - Conference Booklet
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectAverage Magnitude Difference Function (AMDF)
dc.subjectFPGA
dc.subjectHistogram of Oriented Gradients (HOG)
dc.subjectShape detection
dc.titleHardware emulation of HOG and AMDF based scale and rotation invariant robust shape detection
dc.typeConference Object

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