Method and limits
Evidence before appearance.
Sightline separates a visually plausible hypothesis from a publishable camera. Every stage can stop without erasing the photograph or disguising the failure.
Metadata-assisted
Reviewed exact GPS narrows the search but is never the final camera. Street-level references, local feature matching, provider depth, and robust PnP recover a metric pose. When position evidence is stronger than the absolute solve, Sightline may hold corrected GPS fixed and solve orientation only.
Mean-sea-level altitude is corrected to the WGS84 ellipsoid before comparison. Device direction and gravity may guide the search, but verification decides the result.
Image-only
The sf-north-v1 experiment receives metadata-stripped pixels,
an opaque identifier, and fixed geographic bounds. It cannot read GPS, heading,
focal length, device orientation, timestamp, source filename, or private
metadata.
Predictions are sealed before a separate evaluator may compare them with embedded device metadata. Those differences are diagnostic, not survey truth.
Verification
- Render the solved camera at the source aspect ratio.
- Match the source photograph against that exact render.
- Measure coverage, residual structure, depth consistency, and displacement.
- Reject broad disagreement or insufficient evidence.
- Re-render any repaired pose and apply the same tests again.
Publication boundary
A verified camera does not automatically authorize projective texture. Exact location, comparison tools, and projection remain separate editorial decisions. Rounded, city-level, and hidden records cannot leak exact camera geometry.
Provider imagery, identifiers, rich EXIF, credentials, local paths, and detailed matcher evidence remain outside the public artifact.
Limits
Sightline is not survey-grade ground truth. GPS uncertainty, scene changes, simplified lens assumptions, panorama pose, provider photogrammetry, occlusion, and incomplete depth all affect the result. Confidence ranks evidence; it never replaces the exact-render audit.