The research of single image fog removal method for seaway has broad application in the field of the seaway construction.A single sea surface image denoising method based on sky region segmentation is proposed,which compares with the traditional methods in time consuming and image definition.The results show that the new method has some advantages over the traditional methods,such as multi-scale Retinex,tunnel priority and CLAHE.