Fast Three-Phase Fabric Defect Detection

作者: Jielin Jiang , Yan Cui , Zilong Jin , Chunnian Fan

DOI: 10.1007/978-3-030-00015-8_26

关键词:

摘要: … the original fabric image and the reconstructed image. Experimental results prove the … with the background. In order to highlight the defects is different from the background of an image, …

参考文章(22)
A. Kumar, G.K.H. Pang, Defect detection in textured materials using Gabor filters ieee industry applications society annual meeting. ,vol. 38, pp. 425- 440 ,(2000) , 10.1109/28.993164
Yu Zhang, Zhaoyang Lu, Jing Li, Fabric defect detection and classification using gabor filters and gaussian mixture model asian conference on computer vision. pp. 635- 644 ,(2009) , 10.1007/978-3-642-12304-7_60
Le Tong, W.K. Wong, C.K. Kwong, Differential evolution-based optimal Gabor filter model for fabric inspection Neurocomputing. ,vol. 173, pp. 1386- 1401 ,(2016) , 10.1016/J.NEUCOM.2015.09.011
Yixiang Frank Zhang, Randall R. Bresee, Fabric Defect Detection and Classification Using Image Analysis Textile Research Journal. ,vol. 65, pp. 1- 9 ,(1995) , 10.1177/004051759506500101
D.-M. Tsai, C.-Y. Hsieh, Automated surface inspection for directional textures Image and Vision Computing. ,vol. 18, pp. 49- 62 ,(1999) , 10.1016/S0262-8856(99)00009-8
Du-Ming Tsai, Cheng-Huei Chiang, Automatic band selection for wavelet reconstruction in the application of defect detection Image and Vision Computing. ,vol. 21, pp. 413- 431 ,(2003) , 10.1016/S0262-8856(03)00003-9
A. Latif-Amet, A. Ertüzün, A. Erçil, An efficient method for texture defect detection: sub-band domain co-occurrence matrices Image and Vision Computing. ,vol. 18, pp. 543- 553 ,(2000) , 10.1016/S0262-8856(99)00062-1
Yanfang Han, Pengfei Shi, An adaptive level-selecting wavelet transform for texture defect detection Image and Vision Computing. ,vol. 25, pp. 1239- 1248 ,(2007) , 10.1016/J.IMAVIS.2006.07.028
Olivier Alata, Clarisse Ramananjarasoa, Unsupervised textured image segmentation using 2-D quarter plane autoregressive model with four prediction supports Pattern Recognition Letters. ,vol. 26, pp. 1069- 1081 ,(2005) , 10.1016/J.PATREC.2004.10.002
I-Shou Tsai, Chung-Hua Lin, Jeng-Jong Lin, Applying an Artificial Neural Network to Pattern Recognition in Fabric Defects Textile Research Journal. ,vol. 65, pp. 123- 130 ,(1995) , 10.1177/004051759506500301