计算机工程与应用Issue(20)：263-266,270,5.DOI:10.3778/j.issn.1002-8331.1210-0221
基于改进的分水岭算法的路面裂缝检测
Pavement crack detection based on improved watershed algorithm
摘要
Abstract
The traditional watershed algorithm in image processing has the advantage of remaining good weak edge information, but it is easy to cause the over-segmentation problem. Aimed at the over-segmentation problem of traditional algorithm, this paper improves the watershed merging algorithm, and proposes the concept of gradient entropy combined with characteristics of asphalt pavement cracks. At the same time, it puts forward an adaptive region merging algorithm as judged by region merging rules, the entropy as the criterion to judge whether region merging should be stopped as well. Then the method is applied in pavement cracks detection. The experimental results show that pavement cracks extracted by the method have little of noise, while details are remained well compared with the traditional threshold segmentation method, and then this method solves the over-segmentation problem effectively.关键词
分水岭算法/路面裂缝检测/区域合并/梯度熵Key words
watershed algorithm/pavement crack detection/region merging/gradient entropy分类
信息技术与安全科学引用本文复制引用
黎蔚,高璐..基于改进的分水岭算法的路面裂缝检测[J].计算机工程与应用,2013,(20):263-266,270,5.基金项目
河南省交通运输厅科技项目（No.2009p217）。 （）
