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: 3DV (2020)
Keyphrases
- d objects
- geometric models
- image contours
- three dimensional
- cad models
- integral imaging
- three dimensional objects
- surface properties
- object recognition
- shape descriptors
- cad model
- curved objects
- viewing direction
- object parts
- viewpoint
- multi view
- material properties
- topological information
- partial matching
- real world objects
- d mesh
- multiple views
- calibrated images
- computer graphics
- recognition and pose estimation
- object contours
- texture mapping
- multi views
- real objects
- object shape
- image features
- line drawings
- computer vision
- pose estimation
- range data
- object representation
- planar objects
- surface patches
- object features
- geometric constraints
- lighting conditions
- shape model
- computer aided design
- physically plausible
- shape matching
- object classes
- multiple images
- range images
- single image
- pixel intensities
- pose normalization
- image sequences