LightGlue

LightGlue

Local feature matching at light speed

Description

3D reconstruction, SLAM and stitching all start with finding correspondences between images, slow and error-prone with classic matchers. LightGlue from ETH Zurich is a fast, accurate deep learning local feature matcher.

It adapts computation to matching difficulty so easy pairs finish quickly; published at ICCV 2023.

Features



Fast:Adaptive compute.

Accurate:Precise matches.

Features:SuperPoint, DISK and more.

Uses:Reconstruction and localization.