N-dimensional moment invariants based aprroach for the analysis of mammography Images using GRID

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dc.contributor.authorAliu, Azir
dc.contributor.authorKonpoposka, Margita
dc.date.accessioned2024-07-12T20:56:06Z
dc.date.available2024-07-12T20:56:06Z
dc.date.issued2009en_US
dc.departmentMaltepe Üniversitesi, İnsan ve Toplum Bilimleri Fakültesien_US
dc.description.abstractMathematical morphology is a well-known image and signal processing technique. Mammography is among the most popular imaging techniques used in the diagnosis of breast cancer. The use of computer to assist clinicians in Digital mammography image screening has advantages over traditional methods. Computer Algorithms can enhance the appearance of the images and highlight suspicious areas. This paper describes the concept of digital mammography, its principles, moment invariants and a novel combination method for computer aided detection (CAD) that identifies structures of interest from medical images. Also descibes expected advantages using Grid capability for mammogram image processing. Grids computing promises to resolve many of the difficulties in facilitating medical image analysis to allow clinicians to collaborate without having to colocate. In this technique, some digital image processing methods such as contrast, enhancement and segmentation are used for beter processing the image in the next stage and for feature extraction stage of patter recognition approach. This proposed recognition method includes four stages. In first stage, a preprocessing system is realized for analyzing and sorting the images. In second stage localization of Region of Interest (ROI). ?In third stage, extraction mechanism and obtaining unique features from the same group of patterns. In forth stage, an adaptive system is used for recognition process. Fast method for computing moment function, for gray-level images are also constructed.en_US
dc.identifier.citationAliu, A. ve Konpoposka, M. (2009). N-dimensional moment invariants based aprroach for the analysis of mammography Images using GRID. Maltepe Üniversitesi. s. 115.en_US
dc.identifier.endpage116en_US
dc.identifier.isbn9.78605E+12
dc.identifier.startpage115en_US
dc.identifier.urihttps://www.maltepe.edu.tr/Content/Media/CkEditor/03012019014112056-AbstractBookICMS2009Istanbul.pdf#page=331
dc.identifier.urihttps://hdl.handle.net/20.500.12415/2931
dc.language.isoenen_US
dc.publisherMaltepe Üniversitesien_US
dc.relation.ispartofInternational Conference of Mathematical Sciencesen_US
dc.relation.publicationcategoryUluslararası Konferans Öğesi - Başka Kurum Yazarıen_US
dc.rightsCC0 1.0 Universal*
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.snmzKY07655
dc.titleN-dimensional moment invariants based aprroach for the analysis of mammography Images using GRIDen_US
dc.typeConference Object
dspace.entity.typePublication

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