LightDepth: Single-View Depth Self-Supervision from Illumination Decline.
Javier Rodriguez PuigvertVictor M. BatlleJ. M. M. MontielRuben Martinez-CantinPascal FuaJuan D. TardósJavier CiveraPublished in: ICCV (2023)
Keyphrases
- single view
- multi view
- depth map
- perspective projection
- multiple views
- smooth surfaces
- polyhedral objects
- light directions
- depth information
- surface reconstruction
- scene geometry
- single image
- surface reflectance
- co training
- vanishing points
- illumination conditions
- lighting conditions
- d scene
- photometric stereo
- color constancy
- camera pose
- learning algorithm
- single view reconstruction
- stereo matching
- camera calibration
- range images
- semi supervised
- active learning