Scan-line quality inspection of strip materials using 1-D radial basis function network

Saranli A.

1st International Conference on Computer Vision Theory and Applications, Setubal, Portekiz, 25 - 28 Şubat 2006, ss.19-26 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Setubal
  • Basıldığı Ülke: Portekiz
  • Sayfa Sayıları: ss.19-26
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

There exist a variety of manufacturing quality inspection tasks where the inspection of a continuous strip of material using a scan-line camera is involved. Here the image is very short in one dimension but unlimited in the other dimension. In this study, a method of image event detection for this class of applications based on adaptive radial-basis function networks is presented. The architecture of the system and the adaptation methodology is presented in detail together with a detailed discussion on parameter selection. Promising detection results are illustrated for an application to grinded glass edge inspection problem.