关键词: P-tile FCM 路面图像分割

Abstract:

The technology of road cracks＇ automatic detection is an important development trend of the road protection technology. The image segmentation of roa  d is the key to the road image processing steps. Because of the influence of noise, the traditional fuzzy C-means clustering （FCM） algorithm for image  e segmentation has no satisfied results. In this paper, we combine the P-tile algorithm and the Histogram-based fuzzy C-means clustering algorithm to s    gment the images of road. On the one hand,the algorithms overcome the characteristics of large amount of computing and the shortcomings of slow speed of   the traditional FCM; on the other hand, they reduce the scope of segmentation, and enhances the segmentation effectiveness. The experimental results sh  ow that using the proposed algorithm in this paper can better segment the cracks in the road images.

Key words: P-tile;FCM;pavement image segmentation