PCCA-Model: an attention module for medical image segmentation

no code implementations • Biomedical Optics Express 2023 • LINJIE LIU, Guanglei Wang, * YANLIN WU, Hongrui Wang, AND YAN LI

Based on the idea that the human visual cortex differs in terms of the size of the receptive field and can sense the stimulus location, we propose the pyramid channel coordinate attention (PCCA) module to fuse multiscale features in the channel direction, aggregate local and global channel information, combine them with the location information in the spatial direction, and then integrate them into the existing semantic segmentation network.

Image Segmentation Medical Image Segmentation +2