reflectance op• Datenarten: normalmap → image2d
• Aufruf: import fullseye as fs; fs.ledger.brdf_microfacet(normals, light=(0.0, 0.0, 1.0), view=(0.0, 0.0, 1.0), roughness=0.3, f0=0.04) (die Implementierung direkt: import specularity; specularity.brdf_microfacet(normals, light=(0.0, 0.0, 1.0), view=(0.0, 0.0, 1.0), roughness=0.3, f0=0.04); aus dem Register: opsspecular.get("brdf_microfacet"))
GGX-/Trowbridge-Reitz-Mikrofacetten-BRDF für Glanz. → (H, W), Einheit 1/sr.
> Die ausführliche Beschreibung unten ist der Originaltext — Zusammenfassung und Überschriften sind übersetzt.
f_s = D * G * F / (4 (n.l) (n.v)) with
• D the Trowbridge-Reitz (1975) / GGX normal distribution, a^2 / (pi * ((n.h)^2 (a^2 - 1) + 1)^2) for a = roughness^2, which integrates to 1 against (n.h) dw over the hemisphere — measured by 20000-point midpoint quadrature in tests/test_specularity.py at relative errors 3.2e-07, 6.3e-08 and 4.0e-09 for roughness 0.2, 0.3 and 0.6, all of it quadrature error (the 200000-point rule gives 3.2e-09, 6.3e-10, 4.0e-11, exactly the 100x a midpoint rule predicts);
• G the separable Smith (1967) masking-shadowing term with the GGX lambda;
• F Schlick's (1994) Fresnel approximation, f0 + (1 - f0) (1 - v.h)^5. *f0* is the normal-incidence reflectance:
about 0.04 for common dielectrics, 0.5 to 1.0 for metals. When the exact
Fresnel curve matters, use match3d.fresnel_reflectance instead — this
is the approximation the microfacet literature specifies, and it is named
rather than hidden.
Exact ground truth it reproduces: at normal incidence with light, view and normal aligned, every geometric factor is 1 and the value collapses to f0 / (4 pi roughness^4) in closed form — reproduced bit for bit at roughness 0.3, 0.5 and 1.0 and to 3.3e-16 relative at roughness 0.1, which took rewriting the GGX denominator to avoid a cancellation (see the comment at the code; the textbook arrangement was off by 2.2e-13 relative at the peak). The lobe is reciprocal in light and view to machine precision (measured 1.7e-16), and its maximum sits at the half-vector.
roughness is the perceptual parameter, squared once to reach the GGX alpha — the convention that makes a linear slider feel linear. A perfectly smooth surface (roughness = 0) is a delta function, not a finite BRDF, so it is refused rather than returned as an infinity.
Raises ValueError: geometry problems as in brdf_blinn_phong; *roughness* outside (0, 1]; *f0* outside [0, 1].
• Leitfaden zur Familie specular_photometric
• Katalog der Beispieldaten (Download-URLs / Lizenzen) — 2-D nutzt skimage.data (BSD/Public Domain) plus synthetische Bilder, 3-D nennt Download-URLs echter Datenquellen (Stanford, PDS, …).
• Herkunft und Literatur der Operatoren — die Quellen der Forschung/Verfahren, auf denen diese Operatorfamilie beruht.
• Der kanonische Algorithmus (Autor, Jahr) und seine Anwendungen stehen im Familienleitfaden oben.
• poc_solder_fillet_aoi — py -3.11 examples/poc_solder_fillet_aoi.py
• specular_photometric — py -3.11 examples/specular_photometric.py
image2d als Eingabe)reflectance)brdf_blinn_phong · dichromatic_render
*Provenance: specularity.py — SPECULAR Operator-Registry. Diese Notiz wird von tools/opdocs.py md erzeugt (nicht von Hand bearbeiten).*
© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.