计算机工程与应用2012，Vol.48Issue(13)：163-166,195,5.DOI:10.3778/j.issn.1002-8331.2012.13.035
双权值神经网络在图像分割中的应用
Application of two-weight neural networks in image segmentation
摘要
Abstract
A learning algorithm for two-weight neural networks is introduced which based on error back propagation. It can synchronously determine the direction weight, core weight, index parameter, and learning factor parameters. Various hypersurfaces feature can be simulated by properly tuning these parameters. In the training of two-weight network, this paper compares the method with BP algorithm through the segment of portraits. At last, the writer applies the two-weight neural networks to segment the vehicle license plate, and achieves good image segment effect.关键词
BP算法/双权值神经网络/图像分割Key words
BP algorithm/ two-weight neural networks/ image segmentation分类
信息技术与安全科学引用本文复制引用
邹海,褚维翠,徐军,张娟,王子琦..双权值神经网络在图像分割中的应用[J].计算机工程与应用,2012,48(13):163-166,195,5.基金项目
国家科技重大专项资助项目(No.2008ZX05039-004). （No.2008ZX05039-004）
