A comparative study on the adaptive lattice filter structures in the context of texture defect detection, Proceedings of Third International IEEE Conference on Electronic, Circuits & Systems Conference, Vol. 2, s. 976-979, Rodos, 1996.

Authors: R. Meylani, A. Ertüzün and A. Erçil

Abstract: 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.

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