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dc.contributor.authorFassihi, Nima
dc.contributor.authorShanbehzadeh, Jamshid
dc.contributor.authorSarrafzadeh, Hossein
dc.contributor.authorGhasemi, Elham
dc.date.accessioned2015-09-30T20:26:58Z
dc.date.available2015-09-30T20:26:58Z
dc.date.issued2011-03
dc.identifier.urihttps://hdl.handle.net/10652/3051
dc.description.abstractSkin melanoma is the most dangerous type of skin cancer which is curable if diagnosed at the right time.. Drawing distinction between melanoma and mole is a difficult task and needs detailed laboratory tests. Utilizing morphologic operators in segmenting and wavelet analysis in order to extract the features has culminated in better result in melanoma diagnosis. This paper employs coefficients of wavelet decomposition to extract image's features. Melanoma classification is carried out by using the variance and mean of wavelet coefficients of images as the inputs of neural network. Results show 90% ability In distinction between benign and malignant lesions.en_NZ
dc.language.isoenen_NZ
dc.publisherInternational MultiConference of Engineers and Computer Scientists.en_NZ
dc.rightsAll rights reserveden_NZ
dc.subjectfeature extractionen_NZ
dc.subjectskin melanomaen_NZ
dc.subjectsegmentationen_NZ
dc.subjectwavelet transformen_NZ
dc.titleMelanoma Diagnosis by the Use of Wavelet Analysis based on Morphological Operatorsen_NZ
dc.typeConference Contribution - Paper in Published Proceedingsen_NZ
dc.rights.holderInternational MultiConference of Engineers and Computer Scientists.en_NZ
dc.subject.marsden0803 Computer Softwareen_NZ
dc.subject.marsden111202 Cancer Diagnosisen_NZ
dc.identifier.bibliographicCitationFassihi, N., Shanbehzadeh, J., Sarrafzadeh, A., and Ghasemi, E. (2011). Melanoma Diagnosis by the Use of Wavelet Analysis based on Morphological Operators. Proceedings of the International MultiConference of Engineers and Computer Scientists.(Ed.), (pp.193-196). 1.en_NZ
unitec.institutionIslamic Azad University, Tehran, Iranen_NZ
unitec.institutionTarbiat Moallem University, Tehran, Iranen_NZ
unitec.institutionUnitec Institute of Technologyen_NZ
unitec.publication.spage193en_NZ
unitec.publication.lpage196en_NZ
unitec.publication.volume1en_NZ
unitec.conference.titleProceedings of the International MultiConference of Engineers and Computer Scientists.en_NZ
unitec.conference.orgInternational MultiConference of Engineers and Computer Scientists.en_NZ
unitec.conference.locationHong Kongen_NZ
unitec.conference.sdate2011-03-16
unitec.conference.edate2011-03-18
unitec.peerreviewedyesen_NZ
dc.contributor.affiliationUnitec Institute of Technologyen_NZ
dc.contributor.affiliationTarbiat Modares University (Tehran, Iran)en_NZ
dc.contributor.affiliationIslamic Azad University of Najafabad (Esfahan, Iran)en_NZ
unitec.identifier.roms52070en_NZ
unitec.institution.studyareaComputing


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