Multi-stage cascaded deconvolution for depth map and surface normal prediction from single image.
Ram Prasad PadhyXiaojun ChangSuman Kumar ChoudhuryPankaj Kumar SaSambit BakshiPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- multistage
- single image
- depth map
- surface normals
- light source
- shape from shading
- shape recovery
- super resolution
- d scene
- multi view
- photometric stereo
- image restoration
- depth information
- multiple images
- scene geometry
- object surface
- high quality
- low resolution
- stereo matching
- motion blur
- high resolution
- three dimensional
- dynamic programming
- structured light
- view synthesis
- lighting conditions
- spherical harmonics
- surface orientation
- depth estimation
- image sequences
- image pairs
- real scenes
- surface reconstruction
- stereo pair
- vanishing points
- face detection
- input image
- scene understanding
- perspective projection
- specular reflection
- planar surfaces
- machine learning
- intensity images
- light field
- motion estimation
- input data
- camera parameters
- feature vectors