Testing Point-Cloud Reconstruction and Cleanup
Score a point-cloud denoiser or reconstruction tool against a clean, dense ground-truth scan — with Chamfer distance and normal consistency.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Reproducible test recipes, browser creation workflows, and practical ways to validate real files.
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Score a point-cloud denoiser or reconstruction tool against a clean, dense ground-truth scan — with Chamfer distance and normal consistency.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Test a mesh simplifier the right way — Hausdorff distance, normal deviation, and silhouette error against a dense ground-truth mesh.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Feed a broken mesh to a repair tool and score the result against a watertight target — with manifoldness checks and surface-distance metrics.
Novus Examples · Guide · Advanced · v2026.08
Read the post →Score generated PBR materials channel by channel — base colour, normal, roughness, metallic, AO, and height — against a coherent ground-truth set.
Novus Examples · Guide · Advanced · v2026.08
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