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Single class classifier using FMCD based non-metric distance for timber defect detection

In this work, we propose a robust Mahalanobis one class classifier with Fast Minimum Covariance Determinant estimator (MC-FMCD) for species independent timber defect detection. Having known in timber inspection research that there is a lack of defect samples compared to defect-free samples (imbalanc...

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書目詳細資料
Main Authors:	Hashim, U. R., Hashim, S. Z. M., Muda, A. K., Kanchymalay, K., Jalil, I. E. A., Othman, M. H.
格式:	Article
語言:	English
出版:	International Center for Scientific Research and Studies 2017
主題:	QA75 Electronic computers. Computer science
在線閱讀:	http://eprints.utm.my/id/eprint/76319/1/SitiZaitonMohdHashim_SingleClassClassifierUsingFMCDBased.pdf http://eprints.utm.my/id/eprint/76319/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033684365&partnerID=40&md5=ef3b4c0a72327758ae9a64d68bdeb856
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