idTracker: tracking individuals in a group by automatic identification of unmarked animals

A Pérez-Escudero, J Vicente-Page, RC Hinz… - Nature …, 2014 - nature.com
Animals in groups touch each other, move in paths that cross, and interact in complex ways.
Current video tracking methods sometimes switch identities of unmarked individuals during …

Idtracker. ai: tracking all individuals in small or large collectives of unmarked animals

F Romero-Ferrero, MG Bergomi, RC Hinz, FJH Heras… - Nature …, 2019 - nature.com
Understanding of animal collectives is limited by the ability to track each individual. We
describe an algorithm and software that extract all trajectories from video, with high …

Tracking people by learning their appearance

D Ramanan, DA Forsyth… - IEEE transactions on …, 2006 - ieeexplore.ieee.org
An open vision problem is to automatically track the articulations of people from a video
sequence. This problem is difficult because one needs to determine both the number of …

Dancetrack: Multi-object tracking in uniform appearance and diverse motion

P Sun, J Cao, Y Jiang, Z Yuan, S Bai… - Proceedings of the …, 2022 - openaccess.thecvf.com
A typical pipeline for multi-object tracking (MOT) is to use a detector for object localization,
and following re-identification (re-ID) for object association. This pipeline is partially …

[PDF][PDF] Real-time tracking of multiple people using continuous detection

D Beymer, K Konolige, M Park - IEEE Frame Rate Workshop, 1999 - Citeseer
Recent investigations have shown the advantages of keeping multiple hypotheses during
visual tracking. In this paper we explore an alternative method that keeps just a single …

Online multiperson tracking-by-detection from a single, uncalibrated camera

MD Breitenstein, F Reichlin, B Leibe… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
In this paper, we address the problem of automatically detecting and tracking a variable
number of persons in complex scenes using a monocular, potentially moving, uncalibrated …

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 …

Efficient tracking of team sport players with few game-specific annotations

A Maglo, A Orcesi, QC Pham - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
One of the requirements for team sports analysis is to track and recognize players. Many
tracking and re-identification methods have been proposed in the context of video …

How does person identity recognition help multi-person tracking?

CH Kuo, R Nevatia - CVPR 2011, 2011 - ieeexplore.ieee.org
We address the problem of multi-person tracking in a complex scene from a single camera.
Although tracklet-association methods have shown impressive results in several challenging …

Multi-commodity network flow for tracking multiple people

HB Shitrit, J Berclaz, F Fleuret… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we show that tracking multiple people whose paths may intersect can be
formulated as a multi-commodity network flow problem. Our proposed framework is …