基于邻域向量主成分分析图像增强的弱小损伤目标检测方法
王拯洲, 李刚, 王伟, 夏彦文, 王力, 谭萌. 基于邻域向量主成分分析图像增强的弱小损伤目标检测方法[J]. 光子学报, 2019, 48(7): 0710001.
WANG Zheng-zhou, LI Gang, WANG Wei, XIA Yan-wen, WANG Li, TAN Meng. A Method for Detecting Small and Weak Defect Targets Based on Neighborhood Vector PCA Image Enhancement[J]. ACTA PHOTONICA SINICA, 2019, 48(7): 0710001.
[1] 彭志涛, 魏晓峰, 元浩宇, 等.全内反射照明光学元件损伤检测信噪比分析[J]. 红外与激光工程,2011, 40(6): 1111-1114.
PENG Zhi-tao, WEI Xiao-feng, YUAN Hao-yu, et al. Signalnoise ratio of total internal reflection edge illumination for optics damage inspection[J]. Infrared and laser Engineering, 2011, 40(6): 1111-1114.
[2] 冯博, 刘炳国, 陈凤东, 等.ICF终端光学元件损伤在线检测装置的研究[J] . 红外与激光工程, 2013, 42(9):2519-2524.
FENG Bo, LIU Bing-guo, CHEN Feng-dong, et al. Final optics damage online inspection system for ICF[J]. Infrared and Laser Engineering, 2013, 42(9): 2519-2524.
[3] MALLAT K, TRILLO C. Background elimination and interferometric capability in optical coherence tomography by a nonlinear optical gating based on type-II second-harmonic generation[J]. Applied Optics, 2015, 54(1): 650-656.
[4] BLISSE, SALMON T, DAVIS D, et al. Laser control systems[R]. UCRL-LR-105821-97-3, University of California, Lawrence Livermore National Laboratory, USA, March 1997.
[5] 张际, 李大海. 光学元件损伤暗场成像检测的算法[J]. 中国激光,2006,33(8): 1109-1112.
[6] 李付明, 李大海, 彭志涛, 等. 光学元件损伤暗场图像中的目标自动提取研究[J] . 激光杂志, 2008, 29(2):25-27.
[7] 谢亚平, 孙志红,成泽, 等. 光学元件损伤的在线检测中的图像处理[J]. 强激光与粒子束, 2006, 18(7): 1085-1089.
[8] KEGELMEYER L M, FONG P W, GLENN S M, et al. Local Area Signal-to-Noise Ratio (LASNR) algorithm for image segmentation[C]. Optics and Photonics for Information Processing, San Diego, CA, United states, 2007.
[9] FENG Bo, CHEN Feng-dong, LIU Bing-guo, et al. Segmentation of small defects in final optics damage online inspection images[C]. IEEE International Conference on Image Analysis and Signal Processing, 2012, 11: 110-113.
[10] CHEN C L P, LI H, WEI Y T, et al. A local contrast method for small infrared target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(1): 574-581.
[11] 王刚, 陈永光, 杨锁昌,等. 采用图像块对比特性的红外弱小目标检测[J]. 光学精密工程, 2015, 23(5): 1424-1432.
[12] 张博, 倪开灶, 王林军,等. 基于背景校正和图像分割定量分析光学元件表面疵病的新算法[J]. 光学学报, 2016, 36(9): 09911004.
ZHANG Bo, NI Kai-zao, WANG Lin-jun, et al. New algorithm of detecting optical surface imperfection based on background correction and image segmentation[J]. Acta Optica Sinica, 2016, 36(9): 09911004
[13] 田玉婷, 邬融, 杨野. 基于局域邻域增强的光学元件损伤检测[J]. 中国激光, 2018, 45(11): 1104001.
[14] AGARWAL A, ISSAC A,DUTTA M K. A region growing based imaging method for lesion segmentation from dermoscopic images[C]. IEEE Uttar Pradesh Section International Conference on Electrical. Computer and Electronics(UPCON), 2017: 632-637.
[15] 郭海涛, 田坦, 王连玉. 利用二维属性直方图的最大熵的图像分割方法[J] . 光学学报, 2006, 27(4): 506-509.
GUO Hai-tao,TIAN Tan, WANG Lian-yu. Image segmentation using the maxiumu entropy of the two dimensional boound histogram[J]. Acta Optica Sinica, 2006, 27(4): 506-509.
[16] 艾加秋, 齐向阳, 刘凡, 等. 经验模式分解去斑和顶帽变换在舰船检测预处理中的应用[J] .中国科学院研究生院学报, 2010, 27(4): 517-822.
AI Jia-qiu, QI Xiang-yang, LIU Fan, et al. Application of EMD-based speckle reduction and tophat transform in preprocessing of ship detection[J]. Journal of the Graduate School of the Chinese Academy of Sciences, 2010, 27(4): 517-822.
王拯洲, 李刚, 王伟, 夏彦文, 王力, 谭萌. 基于邻域向量主成分分析图像增强的弱小损伤目标检测方法[J]. 光子学报, 2019, 48(7): 0710001. WANG Zheng-zhou, LI Gang, WANG Wei, XIA Yan-wen, WANG Li, TAN Meng. A Method for Detecting Small and Weak Defect Targets Based on Neighborhood Vector PCA Image Enhancement[J]. ACTA PHOTONICA SINICA, 2019, 48(7): 0710001.