摘要
针对药瓶标签的特点,提出了一种数学形态学和投影特征相结合的药瓶标签字符定位方法。该方法首先对药瓶标签图像进行预处理,减小圆柱面造成的字符畸变程度,对处理得到的图像进行二值化和边缘检测等。其次对图像进行多次数学形态学处理,使图像分割成几个连通区域,根据先验知识以及轮廓跟踪方法得到字符所在的大致区域。最后利用水平投影和图像分割方法将粗定位得到的图像分割成三个单行字符,完成对字符区域的精确定位,便于后续的单个字符分割和识别。实验结果表明,该方法能对药瓶标签进行有效的定位。
According to the characteristics of medicine bottle labels,a method of character positioning which combines mathematical morphology with projective characteristics is provided.According to the method,firstly,the images of the medicine bottle labels are preprocessed so as to reduce the distortion extent of characters caused by cylindrical surfaces and the processed images will be performed binary and edge detection etc.Secondly,the im ages are performed mathematical morphology process many times to be divided into several connecting regions.Ac cording to the prior knowledge and contour tracking scheme,the characters area can be got.Finally,the images can be segmented into three separate characters by the level projection and image segmentation method.The accurate positioning of target characters is completed so as to segment and recognize succeeding single character.The experi ment results show that the method is effective on the medicine bottle label position.
出处
《光电技术应用》
2012年第5期47-51,共5页
Electro-Optic Technology Application
关键词
药瓶标签
字符定位
数学形态学
膨胀
投影特征
medicine bottle label
character positioning
mathematical morphology
dilation
projective charac teristic