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                <title level="m">AUTEX 2011: 11th World Textile Conference AUTEX 2011, 8-10 June 2011, Mulhouse, France</title>
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              <p>Fabric inspection has a vital importance to prevent the risk of delivering inferior quality product. Until recently, the process is still undertaken off-line and manually by humans, it has many drawbacks. The continuous development in computer technology introduces the online automated fabric inspection as an effective alternative. In our work, Fast Fourier Transform and Cross-correlation technique are implemented to examine the structure regularity features of the fabric image in the spatial domain. A software package such as Matlab or Scilab is used for this procedure. It is implemented firstly on a simulated plain fabric to understand the behavior of the frequency spectrum, determine and optimize the most important detection parameters. To verify the success of the technique, it is implemented on real plain fabric samples containing various defects. Several results of the proposed technique for the simulated and real plain fabric structures with the most common defects are presented. A vision-based fabric inspection prototype that could be accomplished on-loom to inspect the fabric under construction with 100% coverage is proposed.</p>
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