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This paper describes a garment hanger, which can perform 3 kinds of garment inspection: including visual inspection, tension test and cycle test. Visual inspection is to inspect the garment apparent status, i.e. colour, sewing wire, fitting, size and check against the designated sample. A tension is applied to the fabric of the knitted garment to evaluate the fabric strength. Cycle test is to simulate...
In this paper a new knitted garment defect detection and classification model based on 2D Gabor wavelet transform and Elman neural network is introduced. A new modified Elman network is proposed to classify the type of fabric defects which have proportional (P), integral (I), derivative (D) properties. The proposed inspecting model in this study is more feasible and applicable in fabric defect detection...
In this paper, one fabric defect detection and classification system based on 2D Gabor wavelet transform and Elman neural network is introduced. In the proposed scheme, the texture features of the textile fabric are extracted by using an optimal 2D Gabor filter. A new modified Elman network is proposed to classify the type of fabric defects which have a proportional (P), integral (I) and derivative...
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