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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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
International Center For Scientific Research And Studies (ICSRS)
2017
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| Online Access: | http://eprints.utem.edu.my/id/eprint/25341/2/2.3%20JOURNAL%20SCOPUS%20-%20IJASCA.PDF http://eprints.utem.edu.my/id/eprint/25341/ http://home.ijasca.com/data/documents/11_Pg-199_216_Single-Class-Classifier-Using-FMCD-Based_1.pdf |
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