Deep Learning for Deflectometric Inspection of Specular Surfaces.
Daniel Maestro-WatsonJulen BalzateguiLuka EciolazaNestor Arana-ArexolaleibaPublished in: SOCO-CISIS-ICEUTE (2018)
Keyphrases
- deep learning
- specular surfaces
- shape from shading
- light source
- shape recovery
- unsupervised learning
- autocalibration
- structured light
- real objects
- camera images
- machine learning
- mental models
- surface reconstruction
- surface orientation
- specular reflection
- weakly supervised
- multiscale
- multiple images
- surface normals
- lighting conditions
- range images
- single image
- maximum likelihood