Chinese Optics Letters, 2004, 2 (4): 04213, Published Online: Jun. 6, 2006
Hopfield neural network and its applications on image edge detection Download: 541次
100.2000 digital image processing 110.2970 image detection systems 100.2960 image analysis 100.3010 image reconstruction techniques
Abstract
A method of image edge detection using the Hopfield neural network (HNN) is proposed in this paper. The image edge parameters are introduced in detail, and the energy function of HNN is given based on the edge parameters. Tests on the image edge detection show that images detected by the proposed method have good edge closeness and true edge, at the same time it has good anti-noise performance. The image edge detection using HNN is better than that obtained by some other edge detection operators.
Yonghong Zhang, Dejin Hu, Kai Zhang, Junjie Xu. Hopfield neural network and its applications on image edge detection[J]. Chinese Optics Letters, 2004, 2(4): 04213.