Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing.
Purvi GoelLoudon CohenJames GuesmanVikas ThamizharasanJames TompkinDaniel RitchiePublished in: CoRR (2020)
Keyphrases
- d objects
- geometric models
- image contours
- three dimensional
- cad models
- integral imaging
- cad model
- three dimensional objects
- object recognition
- surface properties
- shape descriptors
- curved objects
- material properties
- viewing direction
- object parts
- partial matching
- real objects
- topological information
- texture mapping
- real world objects
- surface patches
- object contours
- multi view
- range data
- computer graphics
- viewpoint
- d mesh
- object shape
- image features
- input image
- calibrated images
- multiple views
- multi views
- planar objects
- shape analysis
- multiple images
- line drawings
- object representation
- illumination conditions
- pose estimation
- computer aided design
- surface shape
- recognition and pose estimation
- lighting conditions
- object boundaries
- shape matching
- object classes
- physically plausible
- shape representation
- structured light
- shape estimation
- control points
- perceptual grouping
- pixel intensities