An effusion-evaporation model for image edge detection

作者：Liu Hong; Zou Yaobin; Jin Renchao^*

来源：Optics and Lasers in Engineering, 2011, 49(7): 946-953.

DOI：10.1016/j.optlaseng.2011.02.005

• Edge detection
• Quasi-physical algorithm
• Anisotropic diffusion
• Bilateral filter

A novel quasi-physical edge detection model is presented. The model, referred to as the effusion-evaporation model (EEM), is inspired by the natural phenomenon that the water effusing from the ground evaporates in the sunshine and leaves a wire like water stain on the ground surface, which reflects the physiognomy of the terrain. Based on the simulation of water effusing and evaporating, an EEM regards the complement of gradient magnitude image as a three-dimensional terrain, and the concave regions, which contain the residual water in the evolution final state, are used to determine the edges. Subjective and objective comparisons are performed on the proposed algorithm and two conventional edge detectors, namely Canny and LoG. The comparison results show that the proposed method outperforms Canny and LoG detectors for the real images and the standard test images with Gaussian noise.

• 出版日期2011-7
• 单位华中科技大学