Defect extraction method of arc magnet surface images based on adaptive morphological filtering

Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics

Volumn 24, Issue 3, 2012, Pages 351-356

  Yu, Yongwei ^a,b   Yin, Guofu ^a   Jiang, Honghai ^a   Huang, Qiang ^b  

^a SICHUAN UNIVERSITY   (China)

^b CHONGQING UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Defect extraction; Image segmentation; Morphological filtering; Self adaptive

Indexed keywords

AUTOMATIC IDENTIFICATION; AUTOMATIC IDENTIFICATION SYSTEM; BACKGROUND IMAGE; DEFECT EXTRACTION; GRAY LEVELS; LOW CONTRAST; MORPHOLOGICAL FILTERING; MORPHOLOGICAL FILTERS; ORIGINAL IMAGES; SELF-ADAPTIVE; STRUCTURAL ELEMENTS; SUB-REGIONS; SURFACE IMAGE;

AUTOMATION; COMPUTER VISION; IMAGE SEGMENTATION; MAGNETS;

SURFACE DEFECTS;

EID: 84859517022     PISSN: 10039775     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Pratt W K. Digital image processing [M]. 4nd ed. Beijing: Publishing House of Machine Industry, 2010: 463-493 (in Chinese)
2. Kumar A. Computer-vision-based fabric defect detection: a survey [J]. IEEE Transactions on Industrial Electronics, 2008, 55(1): 348-363
3. Nie Fangyan, Gao Chao, Guo Yongcai. Fast gray-level image segmentation based on two-dimensional minimum class variance with recursion and differential evolution [J]. Journal of Computer-Aided Design & Computer Graphics, 2010, 22(11): 1866-1873 (in Chinese)
4. Du C J, Sun D W. Recent developments in the applications of image processing techniques for food quality evaluation [J]. Trends in Food Science & Technology, 2004, 15(5): 230-249
5. Lazaros N, Sirakoulis G C, Gasteratos A. Review of stereo vision algorithms: from software to hardware [J]. International Journal of Optomechatronics, 2008, 2(4): 435-462
6. Jayas D S, Paliwal J, Visen N S. Multi-layer neural networks for image analysis of agricultural products [J]. Journal of Agricultural Engineering Research, 2000, 77(2): 119-128
7. Debayle J, Pinoli J C. General adaptive neighborhood image processing: part I I: practical application examples [J]. Journal of Mathematical Imaging and Vision, 2006, 25(2): 267-284
8. Debayle J, Pinoli J C. General adaptive neighborhood image processing: part I: introduction and theoretical aspects [J]. Journal of Mathematical Imaging and Vision, 2006, 25(2): 245-266
9. Gang Tie, Wang Donghua. Defect extraction of X-ray images based on adaptive morphology filtering [J]. Chinese Journal of Mechanical Engineering, 2001, 37(5): 85-89 (in Chinese)
10. Luo Aimin, Yin Guofu, Wei Wanying, et al. Method of defect edge reconstruction based on region growing algorithm and the Hausdorff distance [J]. Chinese Journal of Mechanical Engineering, 2007, 43(4): 132-137 (in Chinese)
11. Fang Liyong, Li Bailin, He Chaoming. Defect extraction of ICT images based on adaptive morphological filtering [J]. Journal of Southwest Jiaotong University, 2009, 44(1): 41-44+65 (in Chinese)
12. Sharif M, Bilal M, Khan S, et al. Adaptive filter and morphological operators using binary PSO [C]//Proceedings of the 1st International Conference on Information Computing and Applications. Heidelberg: Springer, 2010: 525-532