TRex, a fast multi-animal tracking system with markerless identification, and 2D estimation of posture and visual fields

T Walter, ID Couzin - Elife, 2021 - elifesciences.org
Automated visual tracking of animals is rapidly becoming an indispensable tool for the study
of behavior. It offers a quantitative methodology by which organisms' sensing and decision …

Tracktor: image‐based automated tracking of animal movement and behaviour

VH Sridhar, DG Roche, S Gingins - Methods in Ecology and …, 2019 - Wiley Online Library
Automated movement tracking is essential for high‐throughput quantitative analyses of the
behaviour and kinematics of organisms. Automated tracking also improves replicability by …

A review of 28 free animal-tracking software applications: current features and limitations

V Panadeiro, A Rodriguez, J Henry, D Wlodkowic… - Lab animal, 2021 - nature.com
Well-quantified laboratory studies can provide a fundamental understanding of animal
behavior in ecology, ethology and ecotoxicology research. These types of studies require …

SMART-BARN: Scalable multimodal arena for real-time tracking behavior of animals in large numbers

M Nagy, H Naik, F Kano, NV Carlson, JC Koblitz… - Science …, 2023 - science.org
The SMART-BARN (scalable multimodal arena for real-time tracking behavior of animals in
large numbers) achieves fast, robust acquisition of movement, behavior, communication …

BEEtag: a low-cost, image-based tracking system for the study of animal behavior and locomotion

JD Crall, N Gravish, AM Mountcastle, SA Combes - PloS one, 2015 - journals.plos.org
A fundamental challenge common to studies of animal movement, behavior, and ecology is
the collection of high-quality datasets on spatial positions of animals as they change through …

UMATracker: an intuitive image-based tracking platform

O Yamanaka, R Takeuchi - Journal of Experimental Biology, 2018 - journals.biologists.com
Image-based tracking software are regarded as valuable tools in collective animal
behaviour studies. For such operations, image preprocessing is a prerequisite, and the …

Motchallenge 2015: Towards a benchmark for multi-target tracking

L Leal-Taixé, A Milan, I Reid, S Roth… - arXiv preprint arXiv …, 2015 - arxiv.org
In the recent past, the computer vision community has developed centralized benchmarks
for the performance evaluation of a variety of tasks, including generic object and pedestrian …

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

H Naik, AHH Chan, J Yang… - Proceedings of the …, 2023 - openaccess.thecvf.com
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 …

anTraX, a software package for high-throughput video tracking of color-tagged insects

A Gal, J Saragosti, DJC Kronauer - Elife, 2020 - elifesciences.org
Recent years have seen a surge in methods to track and analyze animal behavior.
Nevertheless, tracking individuals in closely interacting, group-living organisms remains a …

ToxId: an efficient algorithm to solve occlusions when tracking multiple animals

A Rodriguez, H Zhang, J Klaminder, T Brodin… - Scientific reports, 2017 - nature.com
Video analysis of animal behaviour is widely used in fields such as ecology, ecotoxicology,
and evolutionary research. However, when tracking multiple animals, occlusion and …