Journal of Textile Research ›› 2019, Vol. 40 ›› Issue (12): 50-56.doi: 10.13475/j.fzxb.20181200407
• Textile Engineering • Previous Articles Next Articles
ZHANG Huanhuan(), MA Jinxiu, JING Junfeng, LI Pengfei
CLC Number:
[1] | CONCI A, PROENÇA C B. A fractal image analysis system for fabric inspection based on a box-counting method[J]. Computer Networks & Isdn Systems, 1998,30(20/21):1887-1895. |
[2] | 朱丹丹, 潘如如, 高卫东. 基于傅里叶特征谱和相关系数的织物瑕疵检测[J]. 计算机工程与应用, 2014,50(19):182-186. |
ZHU Dandan, PAN Ruru, GAO Weidong. Fabric defect detection using characteristic spectrum of Fourier transform and correlation coefficient[J]. Computer Engineering and Applications, 2014,50(19):182-186. | |
[3] | JING J F, YANG P, LI P F. Supervised defect detection on textile fabrics via optimal Gabor filter[J]. Journal of Industrial Textile, 2013,44(1):40-57. |
[4] | LI W, XUE W, CHENG L. Intelligent detection of defects of yarn-dyed fabrics by energy-based local binary patterns[J]. Textile Research Journal, 2012,82(19):1960-1972. |
[5] |
AMET A L, ERTÜZÜN A, ERÇIL A. An efficient method for texture defect detection: sub-band domain co-occurrence matrices[J]. Image and Vision Computing, 2000,18(6/7):543-553.
doi: 10.1016/S0262-8856(99)00062-1 |
[6] | KUMBHAR P Y, MATHPATI T. Textile fabric defects detection and sorting using image processing[J]. International Journal for Research in Emerging Science and Technology, 2016,3(3):19-24. |
[7] | KUMAR A, PANG G K H. Defect detection in textured materials using Gabor filters[J]. IEEE Transactions on Industry Applications, 2002,38(2):425-440. |
[8] | TSAI I S, HU M C. Automatic inspection of fabric defects using an artificial neural network technique[J]. Textile Research Journal, 1996,66(7):474-482. |
[9] | HAJIMOWLANA S H, MUSCEDERE R, JULLIEN G A. et al. 1D autoregressive modeling for defect detection in web inspection systems[C]// Midwest Symposium on Systems & Circuits. [S. l.]: IEEE Computer Society, 1998: 318-321. |
[10] | 李敏, 崔树芹, 谢治平. 高斯混合模型在印花织物瑕疵检测中的应用[J]. 纺织学报, 2015,36(8):94-98. |
LI Min, CUI Shuqin, XIE Zhiping. Application of Gaussian mixture model on defect detection of print fabric[J]. Textile Research Journal, 2015,36(8):94-98. | |
[11] | MEI S, WANG Y, WEN G. Automatic fabric defect detection with a multi-scale convolutional denoising autoencoder network model[J]. Sensors, 2018,18(4):1064. |
[12] | YAPI D, MEJRI M, ALLILI M S. A Learning-based approach for automatic defect detection in textile images[J]. Biochemical & Biophysical Research Communications, 2015,48(3):2423-2428. |
[13] | TSANG C S C, NGAN H Y T, PANG G K H. Fabric inspection based on the Elo rating method[J]. Pattern Recognition, 2016,51(4):378-394. |
[14] | LI Y, ZHAO W, PAN J. Deformable patterned fabric defect detection with fisher criterion-based deep lear-ning[J]. IEEE Transactions on Automation Science and Engineering, 2017,14(2):1256-1264. |
[15] | ZHANG Q, XU L, JIA J. 100+ times faster weighted median filter[C]// Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Columbus: CUPR, 2014: 2830-2837. |
[16] | NG M K, NGAN H Y T, YUAN X, et al. Patterned Fabric Inspection and Visualization by the Method of Image Decomposition[J]. IEEE Transactions on Automation Science & Engineering, 2014,11(3):943-947. |
[17] | 张缓缓, 李仁忠, 景军锋. Frangi滤波器和模糊C均值算法相结合的织物瑕疵检测[J]. 纺织学报, 2015,36(9):120-124. |
ZHANG Huanhuan, LI Renzhong, JING Junfeng. Fabric defect detection based on Frangi filter and fuzzy C-means algorithm in combination[J]. Journal of Textile Research, 2015,36(9):120-124. |
[1] | ZHU Lei, REN Mengfan, PAN Yang, LI Botao. Fabric defect detection based on similarity location and superpixel segmentation [J]. Journal of Textile Research, 2020, 41(10): 58-66. |
[2] | . Detection of fabric defects based on Gabor filters and Isomap [J]. JOURNAL OF TEXTILE RESEARCH, 2017, 38(03): 162-167. |
[3] | . Warp knit fabric defect detection method based on optimal Gabor filters [J]. JOURNAL OF TEXTILE RESEARCH, 2016, 37(11): 48-54. |
[4] | . Fast fabric defect detection algorithm based on integral image [J]. JOURNAL OF TEXTILE RESEARCH, 2016, 37(11): 141-147. |
[5] | . Fabric defects detection method based on texture saliency features [J]. JOURNAL OF TEXTILE RESEARCH, 2016, 37(10): 42-049. |
[6] | . Fabric defect detection using monogenic wavelet analysis [J]. JOURNAL OF TEXTILE RESEARCH, 2016, 37(09): 59-64. |
[7] | . Research of young female somatotype based on longitudinal profile curves [J]. JOURNAL OF TEXTILE RESEARCH, 2014, 35(8): 87-0. |
[8] | . Research on detection of defects in fabrics using improved singular value decomposition [J]. JOURNAL OF TEXTILE RESEARCH, 2014, 35(6): 62-0. |
[9] | TIAN Chengtai;BU Honggang;WANG Jun;CHEN Xia;. Fabric defect detection based on fractal feature of time series [J]. JOURNAL OF TEXTILE RESEARCH, 2010, 31(5): 44-47. |
[10] | PAN Ruru;GAO Weidong;ZHANG Xingye. Fabric defect detection based on dynamic clustering arithmetic [J]. JOURNAL OF TEXTILE RESEARCH, 2008, 29(10): 122-126. |
|