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...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
International Center for Scientific Research and Studies,
2017.
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| Subjects: | |
| Online Access: | Get fulltext |