Combining Different Image Parts of Instruments with Image Mosaicing

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dc.contributor.authorOzturk, Saban
dc.contributor.authorOzkaya, Umut
dc.contributor.authorAkdemir, Bayram
dc.contributor.authorSeyfi, Levent A.
dc.contributor.authorKulaksiz, Afsin
dc.date.accessioned2020-03-26T19:34:24Z
dc.date.available2020-03-26T19:34:24Z
dc.date.issued2017
dc.departmentSelçuk Üniversitesien_US
dc.description4th International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T) -- OCT 10-13, 2017 -- Kharkiv, UKRAINEen_US
dc.description.abstractIn this study, the different image parts belonging to one instrument are combined to obtain a high resolution and full-bodied image as a whole. Images of different sizes that represent different regions of the same instrument are properly combined to obtain a full representation of the instrument. First, properties of images are obtained by using the histogram of gradient (HOG) features. Then, features similar to those obtained features are searched in other images. For this, the obtained properties are applied using convolution in all image. The regions having the highest convolution value are selected as junction regions. There are two problems in the image combining process. These are: the dimensions of the instrument parts in the images may be different, and the location where these parts are located may not overlap. An approach for automatic image sliding and automatic scale synchronization has been proposed for these problems. Finally, the merged pixels of the resulting image are softened. So, the contrast differences between the images due to the light is minimized. The proposed method was tested using different instruments in experiments. Successful results have been achieved for all compelling test images.en_US
dc.description.sponsorshipInst Elect & Elect Engineers, Kharkiv Natl Univ Radio Elect, SP AP C EMC Joint Chapter Ukrain Secten_US
dc.identifier.endpage534en_US
dc.identifier.isbn978-1-5386-0983-5
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage530en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/34891
dc.identifier.wosWOS:000426514100119en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2017 4TH INTERNATIONAL SCIENTIFIC-PRACTICAL CONFERENCE PROBLEMS OF INFOCOMMUNICATIONS-SCIENCE AND TECHNOLOGY (PIC S&T)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectimage mosaicingen_US
dc.subjectHOGen_US
dc.subjectfeature extractionen_US
dc.titleCombining Different Image Parts of Instruments with Image Mosaicingen_US
dc.typeConference Objecten_US

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