Deep Learning Based Photometric Stereo from Many Images and Under Unknown Illumination.
Hossein MalekmohamadiPublished in: SSCI (2018)
Keyphrases
- photometric stereo
- lighting conditions
- light directions
- light source
- surface reflectance
- illumination direction
- deep learning
- illumination conditions
- point light source
- diffuse reflection
- shape from shading
- surface normals
- shape reconstruction
- multi view
- reflectance model
- reflectance properties
- uncalibrated photometric stereo
- viewpoint
- specular reflection
- human faces
- viewing conditions
- varying illumination
- unsupervised learning
- object recognition
- region of interest
- multiple images
- input image
- image features
- single image
- partial occlusion
- lambertian surface
- single viewpoint
- color constancy
- cast shadows
- semi supervised
- multiscale
- feature extraction
- three dimensional
- machine learning