0.1,0.1,0.9,0.9,0.9,0.1....................................................................................//E 0.1,0.1,0.9,0.9,0.9,0.9....................................................................................//F 0.1,0.9,0.1,0.1,0.1,0.1,...................................................................................//G 0.1,0.9,0.1,0.1,0.1,0.9....................................................................................//H 0.1,0.9.0.1,0.1,0.9,0.1.....................................................................................//I 0.1,0.9,0.1,0.1,0.9,0.9.....................................................................................//J 0.1,0.9,0.1,0.9,0.1,0.1....................................................................................//K 0.1,0.9,0.1,0.9,0.1,0.9....................................................................................//L 0.1,0.9,0.1,0.9,0.9,0.1...................................................................................//M };
0.1,0.9,0.1,0.9,0.9,0.9...................................................................................//N 0.1,0.9,0.9,0.1,0.1,0.1....................................................................................//O 0.1,0.9,0.9,0.1,0.1,0.9....................................................................................//P 0.1,0.9,0.9,0.1,0.9,0.1....................................................................................//Q 0.1,0.9,0.9,0.1,0.9,0.9....................................................................................//R 0.1,0.9,0.9,0.9,0.1,0.1....................................................................................//S 0.1,0.9,0.9,0.9,0.1,0.9....................................................................................//T 0.1,0.9,0.9,0.9.0.9,0.1....................................................................................//U 0.1,0.9,0.9,0.9,0.9,0.9....................................................................................//V 0.9,0.1,0.1,0.1,0.1,0.1...................................................................................//W 0.9,0.1,0.1,0.1,0.1,0.9...................................................................................//X 0.9,0.1,0.1,0.1,0.9,0.1...................................................................................//Y 0.9,0.1,0.1,0.1,0.9,0.9...................................................................................//Z 0.9,0.1,0.1,0.9,0.1,0.1..................................................................................//京 0.9,0.1,0.1,0.9,0.1,0.9..................................................................................//津 0.9,0.1,0.1,0.9,0.9,0.1..................................................................................//沪 0.9,0.1,0.1,0.9,0.9,0.9..................................................................................//冀 0.9,0.1,0.9,0.1,0.1,0.1..................................................................................//鲁 0.9,0.1,0.9,0.1,0.1,0.9..................................................................................//豫 0.9,0.1,0.9,0.1,0.9.0,1..................................................................................//鄂 0.9,0.1,0.9,0.1,0.9,0.9..................................................................................//苏 0.9,0.1,0.9,0.9,0.1,0.1....................................................................................//皖 0.9,0.1,0.9,0.9,0.1,0.9,...................................................................................//晋 0.9,0.1,0.9,0.9,0.9,0.1...................................................................................//湘 0.9,0.1,0.9,0.9,0.9.0.9....................................................................................//桂 0.9,0.9,0.1,0.1,0.1,0.1...................................................................................//闽 0.9,0.9,0.1,0.1,0.1,0.9....................................................................................//川 0.9,0.9.0.1,0.1,0.9,0.1....................................................................................//浙 0.9,0.9,0.1,0.1,0.9,0.9....................................................................................//甘 0.9,0.9,0.1,0.9,0.1,0.1...................................................................................//宁 0.9,0.9,0.1,0.9,0.1,0.9...................................................................................//陕 0.9,0.9,0.1,0.9,0.9,0.1...................................................................................//吉 0.9,0.9,0.1,0.9,0.9,0.9...................................................................................//辽 0.9,0.9,0.9,0.1,0.1,0.1...................................................................................//台 此数组即为目标输出向量。
假定训练样本图像为picture1,待识别的图像为picture2。 1. 样本训练
(1).对图片picture1进行特征提取,得特征向量data_in[][]. (2).把特征向量data_in[][]送人BP网络进行训练,保存输入层与隐层之间的权值到win.dat中,保存隐层与输出层之间的权值到whi.dat中。 (3)。显示训练结果,如训练成功转字符识别,不成功则继续训练。 2.字符识别 (1)。对图片picture2进行特征提取,得特征向量data_in[][]
(2).读取win.dat和whi.dat中的信息分别到*input_weights和hidden_weights之中。 (3)将data_in[][]送入BP网络的输入层*input_unites.
(4)将*input_unites和*input_weightts送入BP网络中进行前向输入激活。得到*hidden_unites.再将*hidden_unites和*hidden_weights送入BP网络中进行前向输入激活得*output_unites.其实*output_unites存放的是out[][6]相关内容,即待识别样本的输出结果。 (5)。对*output_unites进行识别,如果output_unities[i]大于0.5.则判断其值为1;如果output_unites[i]小于0.5.则判断其值为0;再对其求加权值,如output-unites[]=(0.1,0.1,0.9,0.1,0.1,0.9),则待识别字符为\。即25×0+24×0+23×1+22×0+21×0+20×1=9 合理性分析
车牌识别技术发展预测
计算机软硬件技术的飞速发展为车牌识别技术的进步提供了强大的动力。车牌识别技术中如下环节的进展值得关注: ·核心识别算法 ·图像采集设备 ·辅助照明设备 ·体系结构 ?? 。
随着技术的进步和现代化程度的提高,车牌识别技术将会随之发展,并在现代智能交通体系中发挥更重要的作用。 参考文献
【1】。张引,潘云鹤,彩色汽车图像牌照定位新方【J】。中国图像图形学报。2001,6(4);374-377. [2]穆长江,苑玮琦,基于纹理的车牌定位[J],