Semantically Supervised Appearance Decomposition for Virtual Staging From a Single Panorama
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
Registration Categories
Full Conference Supporter
Full Conference
Virtual Conference Supporter
Virtual Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
DescriptionWe describe a semantically supervised GAN-based approach to decompose a single panorama of an empty indoor environment into four appearance components: specular, direct sunlight, diffuse, and diffuse ambient without direct sunlight. Our method enables virtual staging applications including virtual furniture insertion, floor material replacement, and sun direction estimation and change.