Our model shows higher SSIM and fewer artifacts on predicted AoLP, DoLP and unpolarized intensity maps. Baseline models cause noise or tiling which is clearly visible on the checkerboard pattern on the floor, where all three quantities take large values. The artifacts are present on objects exhibiting both specular reflections, like the floor, and diffuse reflections, like the wall and doors in the background.
Computer Science Department
Electrical and Computer Engineering Department