Variable illumination and invariant features for detecting and classifying varnish defects
Abstract
This work presents a method to detect and classify varnish defects on wood surfaces. Since these defects are only partially visible under certain illumination directions, one image doesn't provide enough information for a recognition task. A classification requires inspecting the surface under different illumination directions, which results in image series. The information is distributed along this series and can be extracted by merging the knowledge about the defect shape and light direction.
Keywords
detection; illumination; image series; invariant features; classificationISBN
9783866445376Publisher
KIT Scientific PublishingPublisher website
http://www.ksp.kit.edu/Publication date and place
2010Series
Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie,Classification
Technology: general issues