surface_form_error — 3D `surface_fit` op

• Data kinds: image2d → measurement

• Call: import match3d; match3d.surface_form_error(height, degree=1) (or ops3d.get("surface_form_error"))

Usage

Height-field grid → the residual from an ideal (polynomial) surface = the form error (flatness deg 1 / sphericity deg 2). → (residual, rms, pv).

Background guides (the physics and conventions behind this op)

• blas_threads_and_memory — 行列分解が遅い理由の知識 — BLAS スレッド・キャッシュ・メモリ配置

References (sample data, literature)

• Sample-data catalog (download URLs / licences) — 2-D uses skimage.data (BSD/public domain) plus synthetic images; 3-D lists download URLs for real data sources (Stanford, PDS, …).

• Operator provenance and references — the sources of the research/methods this op family came from.

Runnable examples (verified samples that actually call this op)

• geometry_metrology — py -3.11 examples_3d/geometry_metrology.py

Ops the type connects to (they accept `measurement` as input)

vol_gaussian_psf · fuse_to_voxel · fresnel_reflectance · snell_angle

Same category (`surface_fit`)

fit_poly_surface · eval_poly_surface · background_flatten

*Provenance: match3d.py — 3D operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*

surface_form_error — 3D surface_fit op