红外与激光工程, 2016, 45 (9): 0928001, 网络出版: 2016-11-14   

基于模糊C均值聚类和Canny算子的红外图像边缘识别与缺陷定量检测

Infrared image edge recognition and defect quantitative determination based on the algorithm of fuzzy C-means clustering and Canny operator
作者单位
1 黑龙江科技大学 机械工程学院, 黑龙江 哈尔滨 150022
2 哈尔滨工业大学 机电工程学院, 黑龙江 哈尔滨 150001
引用该论文

唐庆菊, 刘俊岩, 王扬, 刘元林, 梅晨. 基于模糊C均值聚类和Canny算子的红外图像边缘识别与缺陷定量检测[J]. 红外与激光工程, 2016, 45(9): 0928001.

Tang Qingju, Liu Junyan, Wang Yang, Liu Yuanlin, Mei Chen. Infrared image edge recognition and defect quantitative determination based on the algorithm of fuzzy C-means clustering and Canny operator[J]. Infrared and Laser Engineering, 2016, 45(9): 0928001.

参考文献

[1] Sneha Arora, Sanyam Anand. A new approach for image steganography using edge detection method[J]. International Journal of Innovative Research in Computer and Communica-tion Engineering, 2013, 1(3): 626-629.

[2] Rashmi, Mukesh Kumar, Rohini Saxena. Algorithm and technique on various edge detection: a survey[J]. Signal & Image Processing, 2013, 4(3): 65-75.

[3] Jamal Raiyn. A novel automatic object detection in images[J]. Current Research in Computer Science, 2013, 1(1): 1-4.

[4] Szilagri L, Szilagri S, Benyo B. Efficent inhomogeneity compensation using Fuzzy C-means clustering modles [J].Computer Methods and Programs in Biomedicine, 2012, 1(1): 1-4.

[5] Fagbola T Mathew, Babatunde R Seyi. Image clustering using a hybrid GA-FCM algorithm[J]. International Journal of Engineering and Technology, 2013, 3(2): 99-107.

[6] Mohamed Mahjoub A. Improved FCM algorithm applied to color image segmentation[J]. Canadian Journal on Image Processing and Computer Vision, 2011, 2(2): 16-19.

[7] Cao Junfeng, Shi Jiacheng, Luo Haibo, et al. Image enhancement using clustering and histogram equalization [J]. Infrared and Laser Engineering, 2012, 41(12): 3437-3441. (in Chinese)

[8] Li Qinghui, Li Aihua, Su Yanzhao, et al. Fire detection algorithm using FCM clustering[J]. Infrared and Laser Engineering, 2014, 43(5): 1661-1665. (in Chinese)

唐庆菊, 刘俊岩, 王扬, 刘元林, 梅晨. 基于模糊C均值聚类和Canny算子的红外图像边缘识别与缺陷定量检测[J]. 红外与激光工程, 2016, 45(9): 0928001. Tang Qingju, Liu Junyan, Wang Yang, Liu Yuanlin, Mei Chen. Infrared image edge recognition and defect quantitative determination based on the algorithm of fuzzy C-means clustering and Canny operator[J]. Infrared and Laser Engineering, 2016, 45(9): 0928001.

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