What are the thresholds for depth confidence filter?

ewrfcas / MVSFormer

Codes of MVSFormer: Multi-View Stereo by Learning Robust Image Features and Temperature-based Depth (TMLR2023)

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What are the thresholds for depth confidence filter? #11

Closed AlbertHuyb closed 12 months ago

AlbertHuyb commented 1 year ago

Thanks for the nice work!

As mentioned in the paper, the depth maps are filtered by certain thresholds.

Specifically, how should I set the prob_threshold parameters in depthfusion.py for the tnt intermediate and advanced dataset to reproduce results in the paper?

Moreover, could you please provide the post-processing steps that prepare the submission to TNT official evaluation?

ewrfcas commented 1 year ago

Thanks. You could follow the instruction of README to reproduce the results. prob_threshold/conf should be set with 0.5. You could follow MVSNet to calculate the view similarity for more source views, but the performance gap is not too large.