activity
20082023
most citedSeeing biodiversity: perspectives in machine learning for wildlife conservation

733 citations · 1.6k across the 16 of their papers we have counts for

collaborators

16 papers

q-bio.QM2023

An Effective Hydrodynamic Description of Marching Locusts

Dan Gorbonos, Felix Oberhauser, Luke L. Costello +4

A fundamental question in complex systems is how to relate interactions between individual components ("microscopic description") to the global properties of the system ("macroscop…

cs.CV2023★ 7 cited

3D-MuPPET: 3D Multi-Pigeon Pose Estimation and Tracking

Urs Waldmann, Alex Hoi Hang Chan, Hemal Naik +5

Markerless methods for animal posture tracking have been rapidly developing recently, but frameworks and benchmarks for tracking large animal groups in 3D are still lacking. To ove…

nlin.AO2023★ 52 cited

Collective behavior from surprise minimization

Conor Heins, Beren Millidge, Lancelot da Costa +3

Collective motion is ubiquitous in nature; groups of animals, such as fish, birds, and ungulates appear to move as a whole, exhibiting a rich behavioral repertoire that ranges from…

q-bio.NC2023

Geometrical Structure of Bifurcations during Spatial Decision-Making

Dan Gorbonos, Nir S. Gov, Iain D. Couzin

Animals must constantly make decisions on the move, such as when choosing among multiple options, or "targets", in space. Recent evidence suggests that this results from a recursiv…

cs.CV2023★ 3 cited

3D-POP -- An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion capture

Hemal Naik, Alex Hoi Hang Chan, Junran Yang +4

Recent advances in machine learning and computer vision are revolutionizing the field of animal behavior by enabling researchers to track the poses and locations of freely moving a…

physics.bio-ph2023★ 22 cited

A simple cognitive model explains movement decisions during schooling in zebrafish

Lital Oscar, Liang Li, Dan Gorbonos +2

While moving, animals must frequently make decisions about their future travel direction, whether they are alone or in a group. Here we investigate this process for zebrafish (Dani…