Jian-Shun Liu

A Frequency-Spatial Segmentation Network for High-Resolution Remote Sensing Images

Semantic segmentation of high-resolution remote sensing images faces three major challenges in frequency-spatial feature fusion: background clutter mixed into high-frequency components, semantic discontinuities within large homogeneous regions, and loss of fine rigid boundaries caused by convolutional downsampling. Tra...