摘要
利用二维傅里叶变换(FFT)消除刻槽,并通过同态滤波增强裂缝对比度;采用自适应方向的LoG算法在空域中增强裂缝;使用Otsu法,对全局图像进行二值化处理,并利用方格法提取裂缝片段;在此基础上,使用曲线累加变向法计算目标光滑程度,实现"沥青拉丝"的剔除.试验表明,本文方法具有良好的识别效果.
Two-dimensional Fourier-transform (FFT) was adopted to remove groove, and a homomorphic filter algorithm was employed to enhance the crack contrast in frequency domain. An adaptive direction LoG algorithm was employed to highlight the crack. The Otsu method was resorted to processing the global image into binary images and the grid method was adopted to extract crack fragment. Finally, the degree of target smooth was calculated with the curve cumulative turning method, and the removal of the "asphalt drawing" was realized. Experiments prove this method to be of good recognition effect.
出处
《同济大学学报(自然科学版)》
EI
CAS
CSCD
北大核心
2013年第1期78-82,共5页
Journal of Tongji University:Natural Science
基金
交通部西部交通建设科技项目(200731822301 9)
国家自然科学基金(51208130)