Publications
A current list of publications and citation stats are available on Google Scholar.
* Equal contribution
2023
Chen J, Hu M, Costelloe BR, Beery S, Rohrbach A, Elhoseiny M. MammalNet: A large-scale benchmark for mammal recognition and behavior understanding. Accepted - Conference on Computer Vision and Pattern Recognition (CVPR) 2023.
Koger B, Deshpande A, Kerby JT, Graving JM, Costelloe BR*, Couzin ID*. Quantifying the movement, behavior, and environmental context of group-living animals using drones and computer vision. Accepted - Journal of Animal Ecology. Preprint available
2022
Tuia D*, Kellenberger B*, Beery S*, Costelloe BR*, Zuffi S, Risse B, Mathis A, Mathis M, Van Langevelde F, Burghardt T, Kays R, Klinck H, Wikelski M, Couzin ID, van Horn G, Crofoot M, Stewart C, Berger-Wolf T. 2022. Perspectives in machine learning for wildlife conservation. Nature Communications 13: 792. Open access
2019
Graving JM, Chae D, Naik H, Li L, Koger B, Costelloe BR, Couzin ID. 2019. DeepPoseKit: a software toolkit for fast and robust animal pose estimation using deep learning. eLife 8: e47994. Open access
2018
Costelloe BR and Rubenstein DI. 2018. Temporal structuring of vigilance behaviour by female Thomson’s gazelles with hidden fawns. Animal Behaviour 145: 87-97. PDF
Costelloe BR. 2018. Participation by a male Grant’s gazelle in the defence of a fawn. African Journal of Ecology 56: 378-380.
2015
Costelloe BR and Rubenstein DI. 2015. Coping with transition: fawn risk and maternal behavioral changes at the end of the hiding phase. Animal Behaviour 109: 217-225. PDF
2014
Roberts BA and Rubenstein DI. 2014. Maternal strategies for mitigating neonate predation risk during the postpartum period in Thomson’s gazelle. Behavior 151: 1229-1248. PDF
2012
Roberts BA. 2012. An attack by a warthog (Phacochoerus africanus) on a newborn Thomson’s gazelle (Gazella thomsonii). African Journal of Ecology 50: 507-508. PDF
Roberts BA. 2012. Perinatal behavior of a wild Grevy’s zebra (Equus grevyi) mare and foal. Journal of Ethology 30: 205-209. PDF
Papers in progress
Koger B, Hurme E, Costelloe BR, O’Mara MT, Wikelski M, Kays R, Dechmann DKN. An automated approach for counting groups of flying animals applied to one of the world’s largest bat colonies. In revision.