标题：Morphology-based Steels Automatic Counting Method
作者：Wang, Wencheng; Chang, Faliang
作者机构：[Wang, Wencheng] Weifang Univ, Dept Informat & Control Engn, Weifang, Peoples R China.; [Wang, Wencheng; Chang, Faliang] Shandong Univ, Sch Control 更多
会议名称：International Conference on Applied Mechanics and Mechanical Engineering
会议日期：SEP 08-09, 2010
来源：APPLIED MECHANICS AND MECHANICAL ENGINEERING, PTS 1-3
关键词：morphology; image thinning; image segmentation; automatic counting
摘要：In order to solve the automatic counting problem of steels, this paper has proposed a image recognition method based on mathematical morphology. It captured the tiling steels image by CCD firstly. Then, the image is sent to computer and preprocessed by using denoising operation and binary segmentation et al.. Finally, the binary image was thinned using hit and miss transform which based on morphology, and the number of steels was obtained. Experimental results showed that this method is convenient and can enhance the accuracy of the steels automatic counting.