WRSWorld Research StateContribute
WORLD RESEARCH STATE

Lowe: distinctive scale-invariant image keypoints

Contribution grade

Computer vision · ALGORITHM

Reference score155,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Specified scale-space keypoint detection and invariant local descriptors for matching.

Scientific scope

The record is Lowe's sole-author 2004 International Journal of Computer Vision article. It does not absorb his earlier conference versions, the SIFT patent, later descriptor variants or universal invariance under arbitrary viewpoint and illumination changes.

Evidence

The linked sources identify this contribution and its scope. WRS has not independently reconstructed the scientific claims. The record is Lowe's sole-author 2004 International Journal of Computer Vision article. It does not absorb his earlier conference versions, the SIFT patent, later descriptor variants or universal invariance under arbitrary viewpoint and illumination changes.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

Full scientific record · Browse contribution grades · Request a correction