Neural Capture · Demo: open Demo tour

Monograph · 08 · Outdoor · Gränsö

08

Thesis pipeline · scale · results

Outdoor · Gränsö

Chapter contract

Owns outdoor capture realities and visual reconstruction evidence for Gränsö Castle. Done when hybrid photo+neural recommendation is backed by plates, not slogans.

Outdoor is the anti-studio: sun drift, multi-hour sessions, drone + SLR fusion, DoF mistakes. ~5,262 images; RealityCapture aligned ~77.4% at 0.61 px mean error.

~5,262input images
77.4%RC aligned
0.61 pxmean reprojection
23.2 dBSplatfacto region vs 14.7 Nerfacto
Site overview
OUT-1

Site / capture context montage.

RC entrance
OUT-2

RC entrance / facade detail.

RC aerial context
OUT-3

Photogrammetry RealityCapture aerial context — photogrammetry still wins for complete site geometry.

Nerf
OUT-4

Nerfacto outdoor still.

Splat
OUT-5

Splatfacto outdoor still — higher quality on compared region.

Sections
OUT-6

Neural multi-section outdoor plate.

OUT-7

Flythrough RealityCapture reconstruction video.

Implication

Hybrid workflow

Photogrammetry for complete measurable geometry; neural methods for bounded high-quality visualization under GPU memory limits.