Jul, 2023
DifFSS: 少样本语义分割扩散模型
DifFSS: Diffusion Model for Few-Shot Semantic Segmentation
Weimin Tan, Siyuan Chen, Bo Yan
TL;DRDifFSS is a novel few-shot semantic segmentation paradigm which leverages the powerful generation ability of diffusion models to generate diverse auxiliary support images for FSS models by using semantic masks, scribbles or soft HED boundaries without modifying their network structure, leading to a consistent improvement in segmentation performance.