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A comparative study on the adaptive lattice filter structures in the context of texture defect detection

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3 Author(s)
Meylani, R. ; Dept. of Electr. & Electron. Eng., Bogazici Univ., Istanbul, Turkey ; Ertuzun, A. ; Ercil, A.

In this paper, the three-, the six-, and the eight-parameter two-dimensional gradient based adaptive lattice filters are compared in the context of defect detection in textures corresponding to textile fabrics. A novel histogram modification technique is also applied for preprocessing the gray level texture image. Moreover, with the proposed scheme, it is possible to detect defects in an unsupervised manner

Published in:

Electronics, Circuits, and Systems, 1996. ICECS '96., Proceedings of the Third IEEE International Conference on  (Volume:2 )

Date of Conference:

13-16 Oct 1996