Rapid classification of surface reflectance from image velocities

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dc.citation.epage864en_US
dc.citation.spage856en_US
dc.citation.volumeNumber5702en_US
dc.contributor.authorDoerschner, Katjaen_US
dc.contributor.authorKersten, D.en_US
dc.contributor.authorSchrater P.en_US
dc.coverage.spatialMünster, Germanyen_US
dc.date.accessioned2016-02-08T11:34:15Z
dc.date.available2016-02-08T11:34:15Z
dc.date.issued2009en_US
dc.departmentDepartment of Psychologyen_US
dc.descriptionConference name: 13th International Conference, CAIP 2009en_US
dc.descriptionDate of Conference: September 2-4, 2009en_US
dc.description.abstractWe propose a method for rapidly classifying surface reflectance directly from the output of spatio-temporal filters applied to an image sequence of rotating objects. Using image data from only a single frame, we compute histograms of image velocities and classify these as being generated by a specular or a diffusely reflecting object. Exploiting characteristics of material-specific image velocities we show that our classification approach can predict the reflectance of novel 3D objects, as well as human perception. © 2009 Springer Berlin Heidelberg.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T11:34:15Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2009en
dc.identifier.doi10.1007/978-3-642-03767-2_104en_US
dc.identifier.doi10.1007/978-3-642-03767-2en_US
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/11693/26733
dc.language.isoEnglishen_US
dc.publisherSpringer, Berlin, Heidelbergen_US
dc.relation.isversionofhttp://dx.doi.org/10.1007/978-3-642-03767-2_104en_US
dc.relation.isversionofhttps://doi.org/10.1007/978-3-642-03767-2en_US
dc.source.titleComputer Analysis of Images and Patternsen_US
dc.subjectMaterial perceptionen_US
dc.subjectRapid surface reflectance classificationen_US
dc.subjectSpatio-temporal filteringen_US
dc.subjectSpecular flowen_US
dc.subjectVelocity histogramen_US
dc.subject3D objecten_US
dc.subjectClassification approachen_US
dc.subjectHuman perceptionen_US
dc.subjectImage dataen_US
dc.subjectImage sequenceen_US
dc.subjectImage velocityen_US
dc.subjectRapid surface reflectance classificationen_US
dc.subjectRotating objectsen_US
dc.subjectSpatio-temporal filteren_US
dc.subjectSpatio-temporal filteringen_US
dc.subjectSpecular flowen_US
dc.subjectSurface reflectanceen_US
dc.subjectVelocity histogramen_US
dc.subjectImage analysisen_US
dc.subjectReflectionen_US
dc.subjectSurfacesen_US
dc.subjectThree dimensionalen_US
dc.subjectVelocityen_US
dc.subjectObject recognitionen_US
dc.titleRapid classification of surface reflectance from image velocitiesen_US
dc.typeConference Paperen_US

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