PARTE - Plane-Assisted Robust Transformation Estimation

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Overview

PARTE augments point-based registration with planar patches to reduce outliers and runtime while remaining usable as point-only when scenes lack planes. A graph-based pruning stage finds a maximum clique over mixed correspondences to survive extreme outlier rates. The pose is then estimated by minimizing a joint point and plane objective: $ \min_{T} \; E(T) + \lambda\,E'(T) $.

Pipeline

Stages are modular. Each module has its own page with an in-canvas UI driven by the compiled C++.
DownsamplePlane SegmentationDescriptorsMatchingConsistency GraphMaximum CliqueSE(3)

Headline Numbers

Reported aggregate metrics from the benchmark suite.
Success rate: 89% (PARTE) vs 84% (next best)
Mean runtime: 403 ms (PARTE) vs 627 ms (next best)
Values are illustrative summaries; see the paper for full tables.

How to Use This Site

Load a sample on each module page. The C++ WASM owns parameters and draws its own UI in the canvas. Use the Back/Next pager or the section links to navigate.

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