基于遗传算法的小波神经网络的图像特征提取的探讨

该文利用单层有限神经元的遗传算法和小波神经网络相结合,以小波网络的速度得到提高;同时注意到K-L的降维、压缩等先进性,遗传算法的鲁棒性,进而将遗传算法、小波神经网络、图像特征提取三者有机结合,促使实时系统能够更快速提取图像特征,同时对图像进行小波压缩和K-L压缩,使压缩率更高。

The Discussion of Image Feature Extraction Based on Genetic Algorithm of Wavelet Neural Network

In this paper, we will combine with single-layer neurons of the genetic algorithm and wavelet neural network, such that the speed of wavelet network is improved. We note that the K-L dimensionality reduction, compression and other advanced, robust genetic algorithms. We will combination with genetic algorithm, wavelet neural networks and image feature extraction, make real-time system to be able to extract image features more quickly, at the same time wavelet image compression and KL compression for compres...