Submission details

Method nameActive Search v1.1 w/ pose prior, image triplets
Datasetrobotcar
Submission dateApril 10, 2020, 6:25 p.m.
Last modifiedApril 10, 2020, 6:28 p.m.
Publication urlhttps://ieeexplore.ieee.org/abstract/document/7572201
Code urlhttps://github.com/tsattler/vps
Other infoRe-implemented RANSAC part (based on Lebeda et al., BMVC 2012), all poses are now evaluated for the benchmark (previously, only poses with >=12 inliers were considered), uses a pose prior: matches each query image only against the relevant sub-model, uses image triplets (left, rear, right images taken at the same time) for pose estimation

Detailed results for all conditions

Methodnight allnight rainovercast wintersunrainsnowdawndusknightday allovercast summer
Active Search v1.1 w/ pose prior, image triplets12.6 / 23.2 / 42.016.4 / 30.0 / 47.347.9 / 80.8 / 97.449.6 / 77.2 / 96.158.4 / 82.4 / 99.058.9 / 85.9 / 97.153.2 / 80.7 / 97.360.2 / 83.2 / 95.98.9 / 16.4 / 36.852.4 / 81.4 / 97.539.1 / 79.3 / 99.4