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distortion loss impl.

Open liruilong940607 opened this issue 7 months ago • 5 comments

Implement distortion loss for 3DGS from Mip-NeRF 360: Screenshot 2024-06-29 at 10 32 53 AM

Note: Since the distortion loss is a per-pixel value, I implement it as a per-pixel map rendered from the rasterization() function, with the same resolution with the rendered image. This could be reduced into a scalar with a .mean() call on it for backward. Having the distortion loss as a map instead of a scalar could be useful for visualization and analysis purposes.

liruilong940607 avatar Jun 29 '24 17:06 liruilong940607