Couzin, I.D. & Heins, C. (2022) Emerging technologies for behavioral research in changing environments, Trends in Ecology and Evolutionary Biology, in press.
Category: Director
I-MuPPET
Waldmann, U., Naik, H., Nagy, M., Kano, F., Couzin, I.D., Deussen, O. & Goldlücke, B. (2022) I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking. In DAGM German Conference on Pattern Recognition (pp. 513-528). Springer, Cham.
Multi-animal behavioral tracking and environmental reconstruction using drones
Koger, B., Deshpande, A., Kerby, J., Graving, J., Costelloe, B., Couzin, I.D. (2023) Multi-animal behavioral tracking and environmental reconstruction using drones and computer vision in the wild. In revision.
Anisotropic Vicsek model
Gao, Z. & Couzin, I.D. (2023) Swarming transitions of self-propelled particles with anisotropic social interactions. In revision.
Prey and predators
Jolles, J., Sosna, M.M.G., Mazué, G.P.F., Twomey, C.R., Bak-Coleman, J., Rubenstein, D.I. & Couzin, I.D. (2022) Both prey and predator features predict the individual predation risk and survival of schooling prey. eLife 11, e76344.
pymdp
Heins, C., Millidge, B., Demekas, D., Klein, B., Friston, K., Couzin, I.D. & Tschantz, A. (2022) pymdp: A Python library for active inference in discrete state spaces, The Journal of Open Source Software 7(73), 4098.
Subcritical escape waves
Poel, W., Daniels, B. C., Sosna, M. M., Twomey, C. R., Leblanc, S. P., Couzin, I. D., & Romanczuk, P. (2022) Subcritical escape waves in schooling fish. Science Advances 8(25), eabm6385.
Collective Behavior in Football
Marcelino, R., Sampaio, J., Amichay, G., Gonçalves, B., Couzin, I. D., & Nagy, M. (2021). Collective behavior in football. Match Analysis: How to Use Data in Professional Sport, 1st Edition, pp221-229.
Perspectives in machine learning for wildlife conservation
Tuia, D. … Costelloe, B. … Couzin, I,D. … et al. (2022) Perspectives in machine learning for wildlife conservation` Nature Communications, 13, 792.
Biological Earth
Jetz. W. … Couzin, I.D. et al., (2022) Biological Earth observation with animal sensors. Trends in Ecology and Evolutionary Biology, 37(4), 293-298.