Material Classification
12 papers with code • 0 benchmarks • 4 datasets
Benchmarks
These leaderboards are used to track progress in Material Classification
MINC
LabPics
SpectroVision
OpenSurfaces
Most implemented papers
One-shot recognition of any material anywhere using contrastive learning with physics-based rendering
The synthetic images were rendered using giant collections of textures, objects, and environments generated by computer graphics artists.
Thermal Spread Functions (TSF): Physics-guided Material Classification
aniketdashpute/tsf
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CVPR 2023
Our key observation is that the rate of heating and cooling of an object depends on the unique intrinsic properties of the material, namely the emissivity and diffusivity.
