Konferans bildirisi Açık Erişim
Kozal, Ali Omer; Teke, Mustafa; Ilgin, Hakki Alparslan
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nam##2200000uu#4500</leader> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">Comparative Analysis of Hyperspectral Dimension Reduction Methods</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.81043/aperta.91701</subfield> <subfield code="2">doi</subfield> </datafield> <controlfield tag="001">91701</controlfield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-tubitak-adresli-yayinlar</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a">Hyperspectral sensors generate images in narrow bands in continuous manner with hundreds of spectral bands. The data with large number of bands require more processing power to classify. To decrease the redundancy in hyperspectral images and increase classifying efficiency with less number of bands, dimension reduction techniques are applied. In this paper, linear and non-linear dimension reduction methods are compared in classification performance and calculation time.</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="2">opendefinition.org</subfield> <subfield code="a">cc-by</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">TUBITAK UZAY, Turkiye Bilimsel & Teknol Arastirma Kurumu, Uzay Teknol Arastirma Enstitusu, ODTU Yerleskesi, TR-06531 Ankara, Turkey</subfield> <subfield code="a">Teke, Mustafa</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">Ankara Univ, Elektrik & Elektronik Muhendisligi, Ankara, Turkey</subfield> <subfield code="a">Ilgin, Hakki Alparslan</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="b">conferencepaper</subfield> <subfield code="a">publication</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="a">Kozal, Ali Omer</subfield> </datafield> <datafield tag="711" ind1=" " ind2=" "> <subfield code="a">2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2013-01-01</subfield> </datafield> <controlfield tag="005">20210316122451.0</controlfield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="a">10.81043/aperta.91700</subfield> <subfield code="i">isVersionOf</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="o">oai:zenodo.org:91701</subfield> <subfield code="p">user-tubitak-adresli-yayinlar</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="z">md5:2f34c8c8c2f27cf6834227f68ddfcd7a</subfield> <subfield code="s">183</subfield> <subfield code="u">https://aperta.ulakbim.gov.trrecord/91701/files/bib-ce3aa361-4872-4cd5-b924-9e7964d621ee.txt</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">http://www.opendefinition.org/licenses/cc-by</subfield> <subfield code="a">Creative Commons Attribution</subfield> </datafield> </record>
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