Human gloss perception reproduced by tiny neural networks

Perceptual experiments

Each grey circle in Fig. 2a represents one of the 3,888 test images. The axes display ground-truth specular reflectance values and observer settings (averaged over observers). Notably, the average observer settings significantly deviate from the ground-truth reflectance of…