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ResearchFormerly WizWand

Point cloud filtering on Kinect data

1.296CDStraightPCF
-0.4593611.3893223.23835.08668May 14, 2024Sep 14, 2024Jan 16, 2025May 20, 2025Sep 20, 2025Jan 22, 2026May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
StraightPCFnumber of parameters=530K2024.051.2960.664
IterativePFNnumber of parameters=3.1M2024.051.320.685
ScoreDenoise2024.051.3220.652
PDFlow2024.051.3340.699
Pointfilter2024.051.3770.644
DeepPSR2024.051.4310.715
SIMPCType=Unsupervised2026.0513.016.35
StrightPCFType=Supervised2026.0513.467.39
PathNetType=Supervised2026.0514.27.38
PD-RefinerType=Supervised2026.0514.347.61
IPFNType=Supervised2026.0514.927.99
Noise2Score3DType=Unsupervised2026.0515.258.11
Score-UType=Unsupervised2026.0515.857.33
DMR-UType=Unsupervised2026.0545.1823.38