Image edge detection based on adaptive fuzzy morphological neural network

Proceedings of the 2006 International Conference on Machine Learning and Cybernetics

Volumn 2006, Issue , 2006, Pages 3725-3728

  Yang, Guo Qing ^a   Guo, Yan Ying ^b   Jiang, Li Hui ^b  

^a General Administration of Civil Aviation of China   (China)

^b CIVIL AVIATION UNIVERSITY OF CHINA   (China)

Author keywords

Adaptive fuzzy morphological neural network; Edge detectors; Image processing; Morphological operation

Indexed keywords

ADAPTIVE ALGORITHMS; DATA STRUCTURES; FUZZY NEURAL NETWORKS; IMAGE SENSORS; OPTIMIZATION;

ADAPTIVE FUZZY MORPHOLOGICAL NEURAL NETWORK; EDGE STRENGTH; IMAGE EDGE DETECTION; MORPHOLOGICAL OPERATION;

EDGE DETECTION;

EID: 33947282303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258634     Document Type: Conference Paper

References (7)

1. J. Astola, Fundamentals of Nonlinear Digital Filters, Boca Raton, FL: CRC Press, 1997.
2. L. F. C. Pessoa and P. Maragos," Morphological Rank Neural Networks and Their Adaptive Optimal Design for Image Processing," Proc. ICASSP, vol. 6, Atlanta, GA, May, pp. 3398-3401, 1996.
3. Bloch and H. Maitre, "Fuzzy mathematical morphologies: A comparative study," Pattern Recognition, vol. 28, pp. 1341-1387, 1995.
4. M. Wirth, J. Lyon, and D. Nikitenko, "Nonlinear enhancement of mammograms using area morphology," presented at SPIE Medical Imaging: Image Processing, San Diego, USA, 2004.
5. M.A. Wirth, D. Nikitenko, "Applications of fuzzy morphology to contrast enhancement," NAFIPS, Annual Meeting of the North American Fuzzy Information Processing Society, 2005.
6. S. Intajag and K. Paithoonwatanakij, "Edge Detection by Fuzzy neural network," in Proc. of the International Conf: AIENG96. (Florida), pp. 246- 257, Sep. 1996.
7. Funahashi. K. On the approximate realization of continuous mappings by neural networks, Neural Networks, Vol. 2, pp. 183-192, 1989.