润色：Before the rise of deep learning the common image segmentation methods are mainly traditional segmentation methods these methods require manual intervention or a priori knowledge and although the c

With the advent of deep learning, traditional image segmentation methods have been overshadowed. These traditional methods heavily rely on manual intervention or prior knowledge, which restricts their segmentation performance. Moreover, though these methods have low computational complexity, they struggle with challenging segmentation tasks, thus limiting their effectiveness.