Projects

Surface Denoising Example

Denoising artificially noised meshes. Low, median and high noise are applied to the same base mesh.

noisy mesh noisy mesh noisy mesh

Denoising the above meshes for diffrent choices of noise magnitude. For each mesh ( that is, each column ), the noise magnitude is set to increase gradually from top to bottom.

The range of the noise magnitude:
The first mesh ( low noise model ): 0.56% -- 7.96%
The second mesh ( median noise model ): 1.07% -- 15.15%
The third mesh ( high noise model ): 2.11% -- 29.84%

denoised mesh (noise magnitude = 0.56%) denoised mesh (noise magnitude = 1.07%) denoised mesh (noise magnitude = 2.11%)
denoised mesh (noise magnitude = 0.80%) denoised mesh (noise magnitude = 1.51%) denoised mesh (noise magnitude = 2.98%)
denoised mesh (noise magnitude = 0.97%) denoised mesh (noise magnitude = 1.86%) denoised mesh (noise magnitude = 3.65%)
denoised mesh (noise magnitude = 1.13%) denoised mesh (noise magnitude = 2.14%) denoised mesh (noise magnitude = 4.22%)
denoised mesh (noise magnitude = 1.26%) denoised mesh (noise magnitude = 2.39%) denoised mesh (noise magnitude = 4.72%)
denoised mesh (noise magnitude = 1.38%) denoised mesh (noise magnitude = 2.62%) denoised mesh (noise magnitude = 5.17%)
denoised (noise magnitude = 1.49%) denoised (noise magnitude = 2.83%) denoised mesh (noise magnitude = 5.58%)
denoised mesh (noise magnitude = 1.59%) denoised mesh (noise magnitude = 3.03%) denoised mesh (noise magnitude = 5.97%)
denoised mesh (noise magnitude = 1.78%) denoised (noise magnitude = 3.39%) denoised mesh (noise magnitude = 6.67%)
denoised (noise magnitude = 1.95%) denoised mesh (noise magnitude = 3.71%) denoised mesh (noise magnitude = 7.31%)
denoised mesh (noise magnitude = 2.11%) denoised mesh (noise magnitude = 4.01%) denoised mesh (noise magnitude = 7.89%)
denoised mesh (noise magnitude = 2.25%) denoised mesh (noise magnitude = 4.28%) denoised mesh (noise magnitude = 8.44%)
denoised mesh (noise magnitude = 2.52%) denoised mesh (noise magnitude = 4.79%) denoised mesh (noise magnitude = 9.44%)
denoised mesh (noise magnitude = 2.76%) denoised mesh (noise magnitude = 5.25%) denoised mesh (noise magnitude = 10.34%)
denoised mesh (noise magnitude = 2.98%) denoised mesh (noise magnitude = 5.67%) denoised mesh (noise magnitude = 11.16%)
denoised mesh (noise magnitude = 3.18%) denoised mesh (noise magnitude = 6.06%) denoised mesh (noise magnitude = 11.94%)
denoised mesh (noise magnitude = 3.90%) denoised (noise magnitude = 7.42%) denoised mesh (noise magnitude = 14.62%)
denoised (noise magnitude = 4.50%) denoised mesh (noise magnitude = 8.57%) denoised (noise magnitude = 16.88%)
denoised mesh (noise magnitude = 5.63%) denoised mesh (noise magnitude = 10.71%) denoised mesh (noise magnitude = 21.10%)
denoised (noise magnitude = 7.96%) denoised (noise magnitude = 15.15%) denoised mesh (noise magnitude = 29.84%)