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