XIAO Le, ZHU Yu wen, DING Li hong, LIU Wan chun. Gabor Filter-Based Automatic Textile Defect DetectionJ. Transactions of Beijing institute of Technology, 2002, (6): 718-721.
Citation:
XIAO Le, ZHU Yu wen, DING Li hong, LIU Wan chun. Gabor Filter-Based Automatic Textile Defect DetectionJ. Transactions of Beijing institute of Technology, 2002, (6): 718-721.
XIAO Le, ZHU Yu wen, DING Li hong, LIU Wan chun. Gabor Filter-Based Automatic Textile Defect DetectionJ. Transactions of Beijing institute of Technology, 2002, (6): 718-721.
Citation:
XIAO Le, ZHU Yu wen, DING Li hong, LIU Wan chun. Gabor Filter-Based Automatic Textile Defect DetectionJ. Transactions of Beijing institute of Technology, 2002, (6): 718-721.
Present a multichannel Gabor filter scheme for textile defect detection. A textile image is processed using the Gabor filters in a multiscale and multioriention mode, forming multi images. Images are reconstructed into one image for defect detection. Experimental results show that the algorithm is robust and is computationally efficient. The overall detection rate reaches 95%.
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