改进的FKCN与局部信息相结合的图像分割

Algorithm for remote sensing image segmentation based on combination of the improved FKCN and local information

FKCN在分割图像时存在速度慢,对噪声比较敏感等问题。对FKCN进行改进,提出了快速的FKCN与图像局部信息相结合的遥感图像分割算法,将图像的空间信息和像素信息引入到改进的FKCN图像分割算法中,从而提高了FKCN的分割速度而且还增强了抗噪性能。实验结果表明,该算法显示了很好的分割效果和较强的抗噪性能。

Aiming at the problem that the conventional FKCN algorithm is noise sensitive and slow,an image segmentation method via the improved FKCN algorithm with spatial information is presented.The method combines the standard FKCN algorithm with spatial information and pixel information.The experimental results show that the proposed method can segment the image effectively,and properly and the new algorithm is shown to be effective in image segmentation and has good performance of resisting noise.