typed op• Data kinds: points → feature
• Call: fullseye.apply(img, "tb_arc_length", a=0.5, b=0.5) (the 2-D model is one image plus two scalar knobs a,b∈[0,1])
*The figure is the actual output on a synthetic 128×128 input. Left: input, right: output. Point clouds are drawn as a top-down scatter (brightness = z), 1-D series as a line plot, volumes as the maximum-intensity projection along z, videos as the middle frame, complex images as magnitude; return values that are not pictures are shown as the values themselves.*
*Knob a does not change the output (measured: identical at 0.1 / 0.5 / 0.9).*
*Knob b does not change the output (measured: identical at 0.1 / 0.5 / 0.9).*
Stages (the ops that come before → this op, left to right):
▸ tb_arc_length: stages (docs site)
Cumulative arc length and total length of a curve. → (cumulative (N,), total float).
> The detailed description below is the original text — the summary and the headings are translated.
順序付き点列 `curve` (N,3) を index 順に折れ線とみなし、隣接点間のユークリッド距離
を累積する。`cumulative[0]=0、cumulative[i]` = 先頭から i 番目までの折れ線長、
`total = cumulative[-1]`。単位は座標と同じ。
• 入力は `float` に変換されるだけで形状検証は無い(列数が 3 以外でも計算は通る)。
• N=1 では `cumulative=[0.0]・total=0.0`。閉曲線でも終点→始点の区間は数えない
(閉じたい場合は先頭点を末尾に複製してから渡す)。
• 重複点(距離 0 の区間)はそのまま 0 として累積されるので `cumulative` は単調非減少
だが狭義増加ではない。
`resample_uniform` はこの累積弧長をパラメータに線形補間する。曲率の弧長積分など
`curvature_torsion` と組み合わせるときの ds はこの差分から取る。
2-D 進化レジストリへ橋渡しした 3d の op `arc_length。実装は同じで、呼び出し規約だけ op(v, a, b) に合わせてある。この op に調整点は無く、a も b` も使われない。
• 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.
The program below has been verified to run (same input as the figure). In Studio's help this block becomes buttons that load and run it on the spot.
img_to_points 0.50 0.50 tb_arc_length 0.50 0.50
▸ Load this pipeline · Load & run
The examples below call the underlying ledger op arc_length. This bridge op is the same implementation adapted to the fn(v, a, b) convention, so the behaviour carries over unchanged (only the call form differs).
• space_curve — py -3.11 examples_3d/space_curve.py
• torus_knot_curve — py -3.11 examples_3d/torus_knot_curve.py
feature as input)typed)tb_points_to_voxel · tb_estimate_point_normals · tb_iss_keypoints · tb_project_points · tb_render_point_depth · tb_statistical_outlier_removal · tb_radius_outlier_removal · tb_voxel_grid_downsample
*Provenance: ops.py — 2D operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*
© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.