Method of edge detection based on statistical vector and neural network

Jisuanji Yanjiu yu Fazhan/Computer Research and Development

Volumn 43, Issue 5, 2006, Pages 920-926

  Zhang, Jing ^a   Zhang, Quan ^a   Wang, Xin ^a  

^a SHANDONG UNIVERSITY   (China)

Author keywords

Backpropagation neural network; Edge detection; Neural network; Statistical method; Statistical vector

Indexed keywords

BACKPROPAGATION; COMPUTER ARCHITECTURE; COMPUTER GRAPHICS; COMPUTER NETWORKS; DETECTORS; IMAGE PROCESSING; MECHANICAL VARIABLES MEASUREMENT; NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); STATISTICAL METHODS;

BACKPROPAGATION NEURAL NETWORK; EDGE PIXEL; STATISTICAL VECTOR;

EDGE DETECTION;

EID: 33745957624     PISSN: 10001239     EISSN: None     Source Type: Journal    
DOI: 10.1360/crad20060523     Document Type: Article

References (10)

1. Jia Yonghong. Digital Image Processing. Wuhan: Wuhan University Press, 2003 (in Chinese)
2. A. Witkin. Scale-space filtering. Int'l Joint Conf. Artificial Intell, Karlsrhue, Germany, 1983
3. J. Canny. A computational approach to edge detection. IEEE Trans. PAMI, 1986, 8(6): 679-698
4. A. Bovik, T. Huang, D. JR. Non-parametric tests for edge detection in noise. Pattern Recognition, 1986, 19(3): 209-219
5. Y. Yakimovsky. Boundary and object detection in real world images. Journal of ACM, 1976, 23(4): 559-618
6. M. Fesharaki, G. Hellestrand. A new edge detection algorithm based on a statistical approach. The Int'l Conf. Speech, Image Processing and Neural Networks, Hong Kong, 1994
7. L. Kurz, M. Benteftifa. Analysis of Variance in Statistical Image Processing. Cambridge UK: Cambridge University Press, 1997
8. S. Lu, J. Shen. Artificial neural networks for boundary extraction. IEEE Int'l Conf. Systems, Man, and Cybernetics, Beijing, 1996
9. Z. He, M. Siyal. Edge detection with BP neural networks. The Int'l Conf. Signal Processing, Beijing, 1998
10. I. Adbou, W. Pratt. Quantitative design and evaluation of enhancement/thresholding edge detectors. Proceeding of the IEEE, 1979, 67(5): 753-763