HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation With Global-Local Vision Transformer
Numerous studies have demonstrated the strong performance of Vision Transformer (ViT)-based methods across various computer vision tasks.However, ViT models often struggle to effectively capture high-frequency components in images, which are crucial for detecting small targets and preserving edge details, especially in complex scenarios.This limita