Show simple item record

dc.contributor.authorÇataltepe, Z.en_US
dc.contributor.authorÇetin, A. Enisen_US
dc.contributor.authorPearson, T.en_US
dc.coverage.spatialSingapore, Singaporeen_US
dc.date.accessioned2016-02-08T11:52:33Z
dc.date.available2016-02-08T11:52:33Z
dc.date.issued2004en_US
dc.identifier.issn1522-4880en_US
dc.identifier.urihttp://hdl.handle.net/11693/27406
dc.descriptionDate of Conference: 24-27 October 2004en_US
dc.descriptionConference Name: International Conference on Image Processing, IEEE 2004en_US
dc.description.abstractWe used transmittance images and different learning algorithms to classify insect damaged and un-damaged wheat kernels. Using the histogram of the pixels of the wheat images as the feature, and the linear model as the learning algorithm, we achieved a False Positive Rate (1-specificity) of 0.2 at the True Positive Rate (sensitivity) of 0.8 and an Area Under the ROC Curve (AUC) of 0.86. Combining the linear model and a Radial Basis Function Network in a committee resulted in a FP Rate of 0.1 at the TP Rate of 0.8 and an AUC of 0.92.en_US
dc.language.isoEnglishen_US
dc.source.titleProceedings of the International Conference on Image Processing, IEEE 2004en_US
dc.relation.isversionofhttps://doi.org/10.1109/ICIP.2004.1421723en_US
dc.subjectImage transmittanceen_US
dc.subjectKernelsen_US
dc.subjectPixel intensityen_US
dc.subjectRadial function networksen_US
dc.subjectAlgorithmsen_US
dc.subjectComputer simulationen_US
dc.subjectMarkov processesen_US
dc.subjectMathematical modelsen_US
dc.subjectMobile telecommunication systemsen_US
dc.subjectRobustness (control systems)en_US
dc.subjectSensorsen_US
dc.subjectImage processingen_US
dc.titleIdentification of insect damaged wheat kernels using transmittance imagesen_US
dc.typeConference Paperen_US
dc.departmentDepartment of Electrical and Electronics Engineeringen_US
dc.citation.spage2917en_US
dc.citation.epage2920en_US
dc.citation.volumeNumber2en_US
dc.identifier.doi10.1109/ICIP.2004.1421723en_US
dc.publisherIEEEen_US
dc.contributor.bilkentauthorÇetin, A. Enis


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record