resolution op• Data kinds: mesh → mesh
• Call: import fullseye as fs; fs.ledger.mesh_isotropic_remesh(V, F, target_edge, iterations=5, project=True, relax=0.5) (implementation को सीधे call करना हो तो import meshres; meshres.mesh_isotropic_remesh(V, F, target_edge, iterations=5, project=True, relax=0.5), registry से लेना हो तो ops3d.get("mesh_isotropic_remesh"))
uniform *target_edge* तक incremental isotropic remeshing (mesh)।
> नीचे का विस्तृत विवरण मूल text में है — सारांश और headings का अनुवाद हो चुका है।
Botsch & Kobbelt, *A Remeshing Approach to Multiresolution Modeling* (SGP 2004): per iteration (1) split edges longer than 4/3·L, (2) collapse edges shorter than 4/5·L into their midpoint when the link condition holds, no incident edge would exceed 4/3·L and no face flips, (3) flip edges that bring the four valences closer to 6, (4) relax each vertex toward its neighbours' centroid in the tangent plane (*relax* ∈ [0,1]),
(5) project the result back onto the input surface (closest point on
the original triangles, *project*=True) so the shape is not smoothed away. Boundary vertices are pinned. The result is a triangle mesh whose edge lengths cluster around L regardless of how the input was sampled — the fix for "coarse and dense regions treated alike". Measured on a pole-clustered UV sphere: edge p95/p5 from 5.6 to < 1.5, area within 2 %, closed manifold preserved (tests/test_meshres.py).
• depth_sensors — Depth sensors — ranging के सिद्धांत, असली devices के आँकड़े, dropouts कैसे दिखते हैं
• Sample data catalog (DL URL / license) — 2-D के लिए skimage.data (BSD/public) + synthetic, 3-D के लिए real data sources (Stanford/PDS आदि) के DL URL।
• Operators का स्रोत और संदर्भ — इस op family के मूल research/methods के स्रोत।
• mesh_resolution_demo — py -3.11 examples_3d/mesh_resolution_demo.py
mesh को input के रूप में लेते हैं)mesh_to_voxel · mesh_to_points · to_points · fuse_to_voxel · ambient_occlusion · cast_shadow · supersample_mesh · render_beauty
resolution)mesh_edge_stats · mesh_detail_map · mesh_split_long_edges · mesh_sample_points · mesh_lod_chain · mesh_select_lod · mesh_reduction_report · mesh_decimate_preserving
*Provenance: meshres.py — 3D operator registry. यह per-op note tools/opdocs.py md से अपने-आप generate होता है (हाथ से edit न करें)।*
© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.