An adaptive thresholding method for binarization of blueprint images
Pattern Recognition Letters
Digital Image Processing
Image retrieval system based on color-complexity and color-spatial features
Journal of Systems and Software
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This work presents a new highly automated artificial vision inspection (AVI) tool for real-time defect detection and classification on circular knitting machines based on the combination of statistical analysis, Image Processing and Radon Transform. The tool (software + hardware) is directly attached to a circular knitting machine and the inspection is performed on-line. The automatic inspection allows the detection and classification of the most frequently occurring types of defects on knitted fabrics, which are significant for purposes of quality control and fabric grading. The reliability of the detection tool is about 93% (defect detected vs. effectively existing defects).