The problems of reading defect characters of images and misrecognition of similar characters can be solved by a kind of sifting-connection algorithm and the application of BP neural network technique.

• 提出过筛连通法并结合运用BP神经网络技术，解决了读数图像缺陷字符和相似字符的误识问题。