Defect Detection on Printed Fabrics Via Gabor Filter and Regular Band
نویسندگان
چکیده
منابع مشابه
Defect Detection on Printed Fabrics Via Gabor Filter and Regular Band ⋆
Two methods are proposed in this paper to inspect printed fabrics. One method is to apply a genetic algorithm to select parameters of optimal Gabor filter. Optimal Gabor filter can reduce the noise information of printed fabrics, which can achieve defect detection of printed fabrics. The other is in utilizing distance matching function to determine the unit of printed fabrics. Extracting featur...
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in this paper, a new method is presented for the detection of defects in random textures. in the training stage, the feature vectors of the normal textures’ images are extracted by using the optimal response of gabor wavelet filters, and their probability density is estimated by means of the gaussian mixture model (gmm). in the testing stage, similar to the previous stage,at first, the feature...
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ژورنال
عنوان ژورنال: Journal of Fiber Bioengineering and Informatics
سال: 2015
ISSN: 1940-8676,2617-8699
DOI: 10.3993/jfbi03201519