Signal Processing · Electrical Eng. & Systems
Probabilistic Trajectory GOSPA: A Metric for Uncertainty-Aware Multi-Object Tracking Performance Evaluation
Yuxuan Xia, Ángel F. García-Fernández, Johan Karlsson, Yu Ge +2
2025-06-19
Systems and Control · Electrical Eng. & Systems
TGOSPA Metric Parameters Selection and Evaluation for Visual Multi-object Tracking
Jan Krejčí, Oliver Kost, Ondřej Straka, Yuxuan Xia +2
2025-08-29
Social and Information Networks · Computer Science
Graph GOSPA metric: a metric to measure the discrepancy between graphs of different sizes
Jinhao Gu, Ángel F. García-Fernández, Robert E. Firth, Lennart Svensson
2024-08-28
Computer Vision and Pattern Recognition · Computer Science
GOSPA and T-GOSPA quasi-metrics for evaluation of multi-object tracking algorithms
Ángel F. García-Fernández, Jinhao Gu, Lennart Svensson, Yuxuan Xia +3
2026-04-27
Signal Processing · Electrical Eng. & Systems
Probabilistic GOSPA: A Metric for Performance Evaluation of Multi-Object Filters with Uncertainties
Yuxuan Xia, Ángel F. García-Fernández, Johan Karlsson, Kuo-Chu Chang +2
2025-06-17
Computer Vision and Pattern Recognition · Computer Science
RLSEP: Learning Label Ranks for Multi-label Classification
Emine Dari, V. Bugra Yesilkaynak, Alican Mertan, Gozde Unal
2022-12-09
Computer Vision and Pattern Recognition · Computer Science
A metric on the space of finite sets of trajectories for evaluation of multi-target tracking algorithms
Ángel F. García-Fernández, Abu Sajana Rahmathullah, Lennart Svensson
2020-09-15
Computer Vision and Pattern Recognition · Computer Science
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking
Jonathon Luiten, Aljosa Osep, Patrick Dendorfer, Philip Torr +3
2020-10-09
Discrete Mathematics · Computer Science
Targeted Multiobjective Dijkstra Algorithm
Pedro Maristany de las Casas, Luitgard Kraus, Antonio Sedeño-Noda, Ralf Borndörfer
2021-12-21
Computer Vision and Pattern Recognition · Computer Science
Performance Evaluation Methodology for Long-Term Visual Object Tracking
Alan Lukežič, Luka Čehovin Zajc, Tomáš Vojíř, Jiří Matas +1
2019-06-21
Computer Vision and Pattern Recognition · Computer Science
Tracking Every Thing in the Wild
Siyuan Li, Martin Danelljan, Henghui Ding, Thomas E. Huang +1
2022-07-27
Computer Vision and Pattern Recognition · Computer Science
Local Metrics for Multi-Object Tracking
Jack Valmadre, Alex Bewley, Jonathan Huang, Chen Sun +2
2021-04-07
Computer Vision and Pattern Recognition · Computer Science
A time-weighted metric for sets of trajectories to assess multi-object tracking algorithms
Ángel F. García-Fernández, Abu Sajana Rahmathullah, Lennart Svensson
2021-10-27