Deep Learning-Based Illumination Estimation Using Light Source Classification.
Karlo KoscevicMarko SubasicSven LoncaricPublished in: IEEE Access (2020)
Keyphrases
- light source
- deep learning
- illumination conditions
- lighting conditions
- single image
- shape from shading
- specular reflection
- point light source
- unsupervised learning
- image irradiance
- surface reflectance
- surface normals
- multiple light sources
- machine learning
- light intensity
- photometric stereo
- ambient illumination
- cast shadows
- reflectance properties
- multiple images
- lambertian surface
- specular highlights
- feature vectors
- illumination direction
- varying illumination
- viewing direction
- feature space
- image processing
- surface orientation
- feature extraction
- feature selection