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Neural nets and multichannel image processing applications

Gaganis Vasileios, Zervakis Michail, Christodoulou Manolis

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URIhttp://purl.tuc.gr/dl/dias/C78B6FA4-52DB-4859-84BF-1169B2AF62E6-
Identifierhttps://link.springer.com/chapter/10.1007/978-3-642-59041-2_7-
Identifierhttps://doi.org/10.1007/978-3-642-59041-2_7-
Languageen-
Extent14 pagesen
TitleNeural nets and multichannel image processing applicationsen
CreatorGaganis Vasileiosen
CreatorΓαγανης Βασιλειοςel
CreatorZervakis Michailen
CreatorΖερβακης Μιχαηλel
CreatorChristodoulou Manolisen
CreatorΧριστοδουλου Μανωληςel
PublisherSpringer Verlagen
Content SummaryThe application of neural network technology to multichannel image processing is presented in this paper. Topics such as image restoration, segmentation, transformation and compression are discussed, covering a wide range of image processing and analysis areas. The problems are converted to optimisation or interpolation problems through the appropriate mathematical interface. This alternative interpretation enables the application of well-known neural network structures, perfectly suited for such purposes due to the accuracy and high speed of computation. The proposed framework handles multichannel data in a compact form and, thus, it is directly applicable to remote sensing.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-11-07-
Date of Publication1996-
SubjectPictorial data processingen
SubjectPicture processingen
SubjectProcessing, Imageen
Subjectimage processingen
Subjectpictorial data processingen
Subjectpicture processingen
Subjectprocessing imageen
SubjectArtificial neural networksen
SubjectNets, Neural (Computer science)en
SubjectNetworks, Neural (Computer science)en
SubjectNeural nets (Computer science)en
Subjectneural networks computer scienceen
Subjectartificial neural networksen
Subjectnets neural computer scienceen
Subjectnetworks neural computer scienceen
Subjectneural nets computer scienceen
SubjectDiscrete Fourier transformen
SubjectImage restorationen
SubjectNeural network structure en
SubjectDegraded imageen
SubjectDynamic neural network en
Bibliographic CitationV. Gaganis, M. Zervakis and M. Christodoulou, “Neural nets and multichannel image processing applications”, in 1996 COMPARES Conference, pp. 57-70. doi: 10.1007/978-3-642-59041-2_7en

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