Mingyuan Liu

Exploit Visual Dependency Relations for Semantic Segmentation

Dependency relations among visual entities are ubiquity because both objects and scenes are highly structured. They provide prior knowledge about the real world that can help improve the generalization ability of deep learning approaches. Different from contextual reasoning which focuses on feature…