Surface Reconstruction Metrics (background)

1 Surface Reconstruction Metrics

Chamfer-style accuracy/completeness and F-score are standard ways to compare reconstructed surfaces with reference geometry; see the cited metric and VIN-NBV literature [1]. This page is a bibliography and navigation aid, not the owner of ARIA-NBV’s metric equations or RRI contract.

Use the Typst thesis for the canonical scientific formulation and Python docstrings/tests for executable metric behavior and validation.

References

[1]

N. Frahm et al., “VIN-NBV: A view introspection network for next-best-view selection.” 2025. Available: https://arxiv.org/abs/2505.06219

---
title: "Surface Reconstruction Metrics (background)"
audience: public
phase: archive
status: deprecated
owner: docs
format: html
bibliography: ../../references.bib
---

# Surface Reconstruction Metrics {#surface-reconstruction-metrics}

Chamfer-style accuracy/completeness and F-score are standard ways to compare
reconstructed surfaces with reference geometry; see the cited metric and
VIN-NBV literature [@VIN-NBV-frahm2025]. This page is a bibliography and
navigation aid, not the owner of ARIA-NBV's metric equations or RRI contract.

Use the [Typst thesis](../../typst/thesis/main.typ) for the canonical
scientific formulation and Python docstrings/tests for executable metric
behavior and validation.