ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo.
Jun Hoong ChanBohan YuHeng GuoJieji RenZongqing LuBoxin ShiPublished in: ICCV (2023)
Keyphrases
- photometric stereo
- lighting conditions
- reinforcement learning
- light source
- illumination direction
- shape reconstruction
- specular reflection
- surface normals
- reflectance properties
- surface reflectance
- spatially varying
- shape from shading
- light directions
- illumination conditions
- multi view
- image irradiance
- reflectance model
- minimum description length criterion
- surface reconstruction
- diffuse reflection
- point light source
- single image
- reflectance map
- structured light
- lambertian surface
- varying illumination
- high speed camera
- reconstruction from multiple images
- human faces
- viewpoint
- diffuse reflectance
- surface orientation
- state space
- viewing conditions
- learning algorithm
- color constancy
- d objects
- feature extraction
- specular highlights
- single viewpoint
- smooth surfaces
- illumination variations
- table lookup
- three dimensional