keypoints_rowcol_to_uv — REPRCONV keypoint op

• Data kinds: keypoints → keypoints

• Call: import fullseye as fs; fs.ledger.keypoints_rowcol_to_uv(keypoints) (to call the implementation directly, import reprconv; reprconv.keypoints_rowcol_to_uv(keypoints); from the registry, opsreprconv.get("keypoints_rowcol_to_uv"))

• GPU: none (CPU reference implementation only)

Usage

Image points (row, col) → (u, v) = (col, row). The bridge between the two conventions of the keypoints sort.

> The detailed description below is the original text — the summary and the headings are translated.

keypoints 型には 2 つの軸の約束が同居している(実測): calib.project_3d_point などは (row, col)、project_points / dlt_pose / pnp_ransac は (u, v) = (列, 行)。取り違えても例外は出ず、姿勢が鏡に映ったように出る(W2 の実測: t = (−0.565, 0.61, 3.21) のはずが (0.1, −0.05, 3.0))。列を入れ替えるだけだが、どちらの向きかを op 名に書くため

逆向きの keypoints_uv_to_rowcol と 2 本に分けてある(中身は同じ入れ替え)。

Args:

keypoints: (N, 2) の (row, col)。

Returns:

(N, 2) float64 の (u, v)。

Raises:

ValueError: (N, 2) でない / 非有限 / 空。

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.

• The canonical algorithm (author, year) and its uses are named in the family usage guide above.

Runnable examples (verified samples that actually call this op)

• poc_bga_ball_type_roundtrip — py -3.11 examples/poc_bga_ball_type_roundtrip.py

• type_connectivity_tour — py -3.11 examples/type_connectivity_tour.py

Ops the type connects to (they accept keypoints as input)

keypoints_uv_to_points · keypoints_to_image2d · keypoints_uv_to_rowcol

Same category (keypoint)

keypoints_uv_to_points · points_zyx_to_keypoints_uv · keypoints_to_image2d · keypoints_from_image2d · position_to_points · points_to_position · keypoints_uv_to_rowcol


*Provenance: reprconv.py — REPRCONV 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.