LightDepth: Single-View Depth Self-Supervision from Illumination Decline.
Javier Rodriguez PuigvertVictor M. BatlleJ. M. M. MontielRuben Martinez-CantinPascal FuaJuan D. TardósJavier CiveraPublished in: CoRR (2023)
Keyphrases
- single view
- multi view
- depth map
- perspective projection
- multiple views
- smooth surfaces
- light directions
- scene geometry
- polyhedral objects
- surface reconstruction
- depth information
- co training
- single image
- lighting conditions
- illumination conditions
- active learning
- three dimensional
- view invariant
- repetitive structures
- vanishing points
- single view reconstruction
- color constancy
- stereo matching
- d scene
- camera parameters
- photometric stereo
- viewpoint
- object recognition