节点文献
一种手写邮政编码识别的神经网络方案
A Neural Network Design for Recognizing Handwritten Postcode
【摘要】 提出了一种手写邮政编码识别的神经网络实现方案,在预处理环节中,采用了一种新颖的细化和特征提取算法,减小了神经网络的规模和结点数目;在识别环节中,采用了三层BP网进行识别输出;目前,用该方案作成的识别系统,已取得了令人满意的结果。
【Abstract】 A neural network design for the recognition of handwritten postcode is presented.In thepre-processing unit,a new algorithm for fining and feature extraction is adopted to reducethe size and number of nodes of the neural network and the three-layer BP(back-propagation)neural network is used in the recognizing unit.The recognizing system devel-oped is found to be satisfactory.
- 【文献出处】 华中理工大学学报 ,JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY , 编辑部邮箱 ,1995年S2期
- 【分类号】TP183
- 【被引频次】2
- 【下载频次】187