mncosta / scoring_pairwise

Scoring Cycling Environments Perceived Safety using Pairwise Image Comparisons

Scoring Cycling Environments Perceived Safety using Pairwise Image Comparisons

Description

Supporting materials for the article "Scoring Cycling Environments Perceived Safety using Pairwise Image Comparisons."

How to Use this Repository

Code

File/Directory	Description
data	Data used in this repository
images	Mapillary images used
output	Outputs of ranking algorithms
01.elo	Algorithm: Elo
02.trueskill	Algorithm: TrueSkill
03.convex_optimization	Algorithm: Convex Optimization Problem
04.gaussian_process	Algorithm: Gaussian Process
05.spectral_ranking	Algorithm: Spectral Ranking
06.aggregate_results	Aggregate all algorithm results
07.classification_safe_unsafe	Binary Classification into perceived safe/unsafe cycling environments

How to cite

If you use these materials, please cite as:

@article{costa2023scoring,
  title={Scoring Cycling Environments Perceived Safety using Pairwise Image Comparisons},
  author={Costa, Miguel and Marques, Manuel and Siebert, Felix Wilhelm and Azevedo, Carlos Lima and Moura, Filipe},
  journal={arXiv preprint arXiv:2307.13397},
  year={2023}
}