对类大小不敏感的图像分割模糊C均值聚类方法 下载: 1074次
赵战民, 朱占龙, 刘永军, 刘明, 郑一博. 对类大小不敏感的图像分割模糊C均值聚类方法[J]. 激光与光电子学进展, 2020, 57(2): 021001.
Zhao Zhanmin, Zhu Zhanlong, Liu Yongjun, Liu Ming, Zheng Yibo. Fuzzy C-Means Clustering Algorithm for Image Segmentation Insensitive to Cluster Size[J]. Laser & Optoelectronics Progress, 2020, 57(2): 021001.
[1] Zhang X F, Wang G, Su Q T, et al. An improved fuzzy algorithm for image segmentation using peak detection, spatial information and reallocation[J]. Soft Computing, 2017, 21(8): 2165-2173.
[2] 聂方彦, 李建奇, 张平凤, 等. 一种基于Tsallis相对熵的图像分割阈值选取方法[J]. 激光与光电子学进展, 2017, 54(7): 071002.
[3] 唐如欲, 刘德安, 朱健强. 基于局部信噪比的微小损伤自适应检测技术研究[J]. 中国激光, 2018, 45(7): 0704001.
[4] Ahmed M N, Yamany S M, Mohamed N, et al. A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data[J]. IEEE Transactions on Medical Imaging, 2002, 21(3): 193-199.
[5] Guo F F, Wang X X, Shen J. Adaptive fuzzy C-means algorithm based on local noise detecting for image segmentation[J]. IET Image Processing, 2016, 10(4): 272-279.
[7] 朱占龙, 王军芬. 基于自适应模糊C均值与后处理的图像分割算法[J]. 激光与光电子学进展, 2018, 55(1): 011004.
[8] 黄鸿, 金莹莹, 李政英, 等. 基于分水岭及半监督最小误差重构的荧光微球分割及分类方法[J]. 中国激光, 2018, 45(3): 0307013.
[9] Bezdek J C. A convergence theorem for the fuzzy ISODATA clustering algorithms[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1980, 2(1): 1-8.
[10] 李婷婷, 江朝晖, 饶元, 等. 结合基因表达式编程与空间模糊聚类的图像分割[J]. 中国图象图形学报, 2017, 22(5): 575-583.
Li T T, Jiang Z H, Rao Y, et al. Image segmentation based on gene expression programming and spatial fuzzy clustering[J]. Journal of Image and Graphics, 2017, 22(5): 575-583.
[11] Krinidis S, Chatzis V. A robust fuzzy local information C-means clustering algorithm[J]. IEEE Transactions on Image Processing, 2010, 19(5): 1328-1337.
[12] Celik T, Lee H K. Comments on “a robust fuzzy local information C-means clustering algorithm”[J]. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 2013, 22(3): 1258-1261.
[13] Chen S C, Zhang D Q. Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure[J]. IEEE Transactions on Systems, Man, and Cybernetics. Part b, Cybernetics: a Publication of the IEEE Systems, Man, and Cybernetics Society, 2004, 34(4): 1907-1916.
[14] SzilágyiL, BenyóZ, Szilágyi SM, et al. MR brain image segmentation using an enhanced fuzzy C-means algorithm[C]∥Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, September 17-21, 2003, Cancun, Mexico. New York: IEEE, 2003: 724- 726.
[15] Cai W L, Chen S C, Zhang D Q. Fast and robust fuzzy C-means clustering algorithms incorporating local information for image segmentation[J]. Pattern Recognition, 2007, 40(3): 825-838.
[16] Noordam J C, Buydens L M C. Multivariate image segmentation with cluster size insensitive fuzzy C-means[J]. Chemometrics and Intelligent Laboratory Systems, 2002, 64(1): 65-78.
[17] Ji Z X, Sun Q S, Xia D S. A modified possibilistic fuzzy C-means clustering algorithm for bias field estimation and segmentation of brain MR image[J]. Computerized Medical Imaging and Graphics: the Official Journal of the Computerized Medical Imaging Society, 2011, 35(5): 383-397.
[19] Zhao F. Fuzzy clustering algorithms with self-tuning non-local spatial information for image segmentation[J]. Neurocomputing, 2013, 106: 115-125.
[20] 文传军, 詹永照, 柯佳. 广义均衡模糊C均值聚类算法[J]. 系统工程理论与实践, 2012, 32(12): 2751-2755.
Wen C J, Zhan Y Z, Ke J. General equalization fuzzy C-means clustering algorithm[J]. Systems Engineering-Theory & Practice, 2012, 32(12): 2751-2755.
[21] Liu Y, Hou T, Liu F. Improving fuzzy C-means method for unbalanced dataset[J]. Electronics Letters, 2015, 51(23): 1880-1882.
[22] Mukhopadhyay A, Maulik U. A multiobjective approach to MR brain image segmentation[J]. Applied Soft Computing, 2011, 11(1): 872-880.
赵战民, 朱占龙, 刘永军, 刘明, 郑一博. 对类大小不敏感的图像分割模糊C均值聚类方法[J]. 激光与光电子学进展, 2020, 57(2): 021001. Zhao Zhanmin, Zhu Zhanlong, Liu Yongjun, Liu Ming, Zheng Yibo. Fuzzy C-Means Clustering Algorithm for Image Segmentation Insensitive to Cluster Size[J]. Laser & Optoelectronics Progress, 2020, 57(2): 021001.