Spatial Frequency Modulation for Semantic Segmentation
This article introduces Spatial Frequency Modulation (SFM) for enhancing semantic segmentation. By modulating high-frequency features before downsampling and demodulating during upsampling, the approach reduces aliasing and preserves details. SFM is versatile, applicable across various architectures, and boosts performance in several imaging tasks, including classification and segmentation.