| Title |
Image analysis and information fusion based defect detection in particleboards / |
| Another Title |
Vaizdų analize ir informacijos sujungimu grįstas drožlių plokščių paviršinių defektų aptikimas. |
| Authors |
Guzaitis, J ; Verikas, A |
| Full Text |
|
| Is Part of |
Elektronika ir elektrotechnika.. Kaunas : Technologija. 2006, Nr. 7, p. 67-72.. ISSN 1392-1215. eISSN 2029-5731 |
| Abstract [eng] |
This paper is concerned with the problem of image analysis based detection of local defects embedded in particleboard surfaces. To increase the defect detection reliability, results obtained from both the global and local image analysis are combined. The Global analysis exploits the discrete probability distribution (the histogram) of the standard deviation of image intensity values. The local analysis is accomplished by thresholding the "standard deviation image" and inspecting the obtained result. The focus of the work is on defect detection in textured images, rather than classification of defects into various types. A 100 % correct classification accuracy was obtained when testing the technique proposed on a small set of images. |
| Published |
Kaunas : Technologija |
| Type |
Journal article |
| Language |
English |
| Publication date |
2006 |
| CC license |
|
