render_volume_projection — 3D `render` op

• Data kinds: voxel → image2d

• Call: import match3d; match3d.render_volume_projection(vol, azimuth=0.0, elevation=0.0, mode='xray', device='cpu') (or ops3d.get("render_volume_projection"))

• GPU: this op has a GPU path (device="cuda")

Usage

Project a voxel volume to 2-D from an arbitrary viewpoint (mode = xray = attenuation integral / mip = maximum). For DRR (X-ray) and world-model observations.

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)

• ct_hand_radiograph — py -3.11 examples_3d/ct_hand_radiograph.py

Ops the type connects to (they accept `image2d` as input)

fuse_to_voxel · fit_poly_surface · eval_poly_surface · surface_form_error · background_flatten · polar_unwrap · fit_zernike · matcap_shade

Same category (`render`)

project_points · render_point_depth · render_shaded · ambient_occlusion · cast_shadow · phong_shade · matcap_shade · supersample_mesh

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

render_volume_projection — 3D render op