Polyp Segmentation

Accurate segmentation of polyps in colonoscopy images plays a pivotal role in the early detection and subsequent treatment of colorectal cancer. Nevertheless, existing segmentation techniques face challenges due to the significant variability in polyps' shapes, sizes, and the often indistinct contrast between polyp boundaries and the surrounding mucosal tissue. To address these limitations,we introduce a novel network architecture termed FDSS-Net, aimed at enhancing segmentation accuracy.