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            <front>

                <journal-meta>
                                                                <journal-id>gbad</journal-id>
            <journal-title-group>
                                                                                    <journal-title>Gaziosmanpaşa Bilimsel Araştırma Dergisi</journal-title>
            </journal-title-group>
                            <issn pub-type="ppub">2146-8168</issn>
                                        <issn pub-type="epub">2146-8168</issn>
                                                                                            <publisher>
                    <publisher-name>Tokat Gaziosmanpasa University</publisher-name>
                </publisher>
                    </journal-meta>
                <article-meta>
                                        <article-id/>
                                                                <article-categories>
                                            <subj-group  xml:lang="en">
                                                            <subject>Engineering</subject>
                                                    </subj-group>
                                            <subj-group  xml:lang="tr">
                                                            <subject>Mühendislik</subject>
                                                    </subj-group>
                                    </article-categories>
                                                                                                                                                        <title-group>
                                                                                                                        <article-title>Tuz-Biber Gürültüsünde Tekrarsız Medyan Filtre</article-title>
                                                                                                                                        </title-group>
            
                                                    <contrib-group content-type="authors">
                                                                        <contrib contrib-type="author">
                                                                <name>
                                    <surname>Erkan</surname>
                                    <given-names>Uğur</given-names>
                                </name>
                                                            </contrib>
                                                    <contrib contrib-type="author">
                                                                <name>
                                    <surname>Gökrem</surname>
                                    <given-names>Levent</given-names>
                                </name>
                                                            </contrib>
                                                                                </contrib-group>
                        
                                        <pub-date pub-type="pub" iso-8601-date="20170831">
                    <day>08</day>
                    <month>31</month>
                    <year>2017</year>
                </pub-date>
                                        <volume>6</volume>
                                        <issue>2</issue>
                                        <fpage>11</fpage>
                                        <lpage>19</lpage>
                        
                        <history>
                                    <date date-type="received" iso-8601-date="20170608">
                        <day>06</day>
                        <month>08</month>
                        <year>2017</year>
                    </date>
                                            </history>
                                        <permissions>
                    <copyright-statement>Copyright © 2012, Journal of Gaziosmanpasa Scientific Research</copyright-statement>
                    <copyright-year>2012</copyright-year>
                    <copyright-holder>Journal of Gaziosmanpasa Scientific Research</copyright-holder>
                </permissions>
            
                                                                                                <abstract><p>Buçalışmada lineer olmayan alçak geçiren bir filtre geliştirilmiştir. Bu yeniyöntem yeni piksel değerine, pencere içerisinde piksellerden yeni bir kümeoluşturarak karar vermektedir. Yöntemin gürültü sonuçları tuz-bibergürültüsünde test edilmiştir. Yöntemi karşılaştırmak için Peak Signal to NoiseRatio (PSNR) ve Structural Similarity (SSIM) ölçütleri kullanılmıştır. Yenigeliştirilen yöntem Median Filtre (MF) ve Adaptive Median Filtre (AMF) ilekarşılaştırılmıştır. Karşılaştırma için 18 adet test görüntüsü kullanılmıştır.Örneğin lena görüntüsü için, tuz-biber gürültü yoğunluğu %30 olduğunda MF veAMF’nin PSNR sonuçları 23.32, 25.22 çıkarken yeni yöntemde 31.29 çıkmıştır. Yenigeliştirilen yöntem 18 adet test görüntüsüne ait tüm PSNR sonuçlarında diğeryöntemlerden daha başarılı olmuştur.</p></abstract>
                                                                                    
            
                                                            <kwd-group>
                                                    <kwd>Tuz-biber gürültüsü</kwd>
                                                    <kwd>  Medyan Filtre</kwd>
                                                    <kwd>  Alçak geçiren filtre</kwd>
                                                    <kwd>  gürültü azaltma</kwd>
                                            </kwd-group>
                                                        
                                                                                                                                                    </article-meta>
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