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How to evaluate chamfer distance on dtu datastet?

Open leo-frank opened this issue 1 year ago • 0 comments

DTU dataset provides groundtruth point clouds, LevelS2FM also generates mesh. I wonder the way that you evaluate mesh quality.

From my point of view, the process is compromised by 3 steps:

  • first step is to sample points from generated mesh;
  • secondly, aligning sampled point clouds with DTU ground-truth point clouds (this alignment including 3 parameters, rotation, translation, and scale) . I guess this step is implemented with open3D.registration ?
  • lastly, compute chamfer distance between point clouds

Is my understanding correct? Can you provide corresponding codes of evaluating mesh quality ?

leo-frank avatar Nov 14 '23 15:11 leo-frank