基于粗糙度测量和颜色距离的织物缺陷检测方法 下载: 968次
任梦凡, 朱磊, 马晓敏, 崔琳. 基于粗糙度测量和颜色距离的织物缺陷检测方法[J]. 激光与光电子学进展, 2021, 58(4): 0410008.
Mengfan Ren, Lei Zhu, Xiaomin Ma, Lin Cui. Fabric Defect Detection Method Based on Coarseness Measurement and Color Distance[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0410008.
[1] 张缓缓, 马金秀, 景军锋, 等. 基于改进的加权中值滤波与K-means聚类的织物缺陷检测[J]. 纺织学报, 2019, 40(12): 50-56.
Zhang H H, Ma J X, Jing J F, et al. Fabric defect detection method based on improved fast weighted Median filtering and K-means[J]. Journal of Textile Research, 2019, 40(12): 50-56.
[2] 任欢欢, 景军锋, 张缓缓, 等. 应用GIS和FTDT的织物错花缺陷检测研究[J]. 激光与光电子学进展, 2019, 56(13): 131005.
[4] 李丹, 白国君, 金媛媛, 等. 基于机器视觉的包装袋缺陷检测算法研究与应用[J]. 激光与光电子学进展, 2019, 56(9): 091501.
[5] 周飘, 李强, 曾曙光, 等. 基于多尺度Hessian矩阵滤波的陶瓷瓦表面裂纹检测方法[J]. 激光与光电子学进展, 2020, 57(10): 101022.
[6] 何峰, 周亚同, 赵翔宇, 等. 纹理织物疵点窗口跳步形态学法检测[J]. 纺织学报, 2017, 38(10): 124-131.
[7] Alper Selver M, Avşar V, Özdemir H. Textural fabric defect detection using statistical texture transformations and gradient search[J]. The Journal of the Textile Institute, 2014, 105(9): 998-1007.
[9] Hou XD, Zhang LQ. Saliency detection: a spectral residual approach[C]∥2007 IEEE Conference on Computer Vision and Pattern Recognition, June 17-22, 2007, Minneapolis, MN, USA. New York: IEEE Press, 2007: 1- 8.
[10] 周君, 景军锋, 张缓缓, 等. 基于S-YOLOV3模型的织物实时缺陷检测算法[J]. 激光与光电子学进展, 2020, 57(16): 161001.
[11] 祝双武, 郝重阳. 基于纹理周期性分析的织物疵点检测方法[J]. 计算机工程与应用, 2012, 48(21): 163-166.
Zhu S W, Hao C Y. Fabric defect detection approach based on texture periodicity analysis[J]. Computer Engineering and Applications, 2012, 48(21): 163-166.
[15] 赵宏威, 王亦红. 基于改进Gabor优化选择的布匹瑕疵检测方法[J]. 计算机工程与应用, 2019, 55(24): 202-207.
[16] 宋寅卯, 袁端磊. 基于傅里叶变换的帘子布疵点检测研究[J]. 仪器仪表学报, 2006, 27(S2): 1695-1697.
Song Y M, Yuan D L. Research of defect detection of cord fabrics based on Fourier transform[J]. Chinese Journal of Scientific Instrument, 2006, 27(S2): 1695-1697.
[17] Tamura H, Mori S J, Yamawaki T. Textural features corresponding to visual perception[J]. IEEE Transactions on Systems, Man, and Cybernetics, 1978, 8(6): 460-473.
[18] AchantaR, HemamiS, EstradaF, et al.Frequency-tuned salient region detection[C]∥2009 IEEE Conference on Computer Vision and Pattern Recognition, June 20-25, 2009, Miami, FL, USA.New York: IEEE Press, 2009: 1597- 1604.
任梦凡, 朱磊, 马晓敏, 崔琳. 基于粗糙度测量和颜色距离的织物缺陷检测方法[J]. 激光与光电子学进展, 2021, 58(4): 0410008. Mengfan Ren, Lei Zhu, Xiaomin Ma, Lin Cui. Fabric Defect Detection Method Based on Coarseness Measurement and Color Distance[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0410008.