xsk_inpaint — 2D `restoration` op

• Data kinds: image → image

• Call: fullseye.apply(img, "xsk_inpaint", a=0.5, b=0.5) (the 2-D model is one image plus two scalar knobs a,b∈[0,1])

xsk_inpaint: 入力 → 出力

*The figure is the real output on a synthetic 128×128 input. Left: input, right: output (a non-image return value is shown as the value itself).*

Usage

Restoration (inpainting) that estimates and fills missing regions.

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

極端に明るい(>0.92)/暗い(<0.08)画素を「欠損」とみなして自動マスクし、

skimage の biharmonic inpainting(調和方程式に基づく補間)で周囲から

滑らかに埋める。

マスクが無ければ(欠損が見当たらなければ)入力をそのまま返す。`a`,

`b` は未使用。しきい値が固定なので、本来ハイライト/シャドウとして

意味のある画素まで「欠損」扱いされ埋められてしまう場合がある。

Detailed usage guide

• gallery2d_smoothing_rank family guide

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.

Try it in Studio

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.

xsk_inpaint 0.50 0.50

▸ Load this pipeline · Load & run

Runnable examples (verified samples that actually call this op)

• gallery2d_smoothing_rank — py -3.11 examples/gallery2d_smoothing_rank.py

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

identity · gaussian · mean_box · bilateral · unsharp · median · min_filter · max_filter

Same category (`restoration`)

xsk_richardson_lucy · xsk_unwrap_phase · xcv_inpaint · xsk2_wiener · xcv3_inpaint_ns · iv_richardson_lucy · iv_wiener_deconv_spatial · iv_unsharp_deblur

*Provenance: ops.py — 2D operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*

xsk_inpaint — 2D restoration op