ML Anthology

Multi-Agent Event Recognition

Somboon Hongeng, Ramakant Nevatia
ICCV 2001 pp. 84-93
doi:10.1109/ICCV.2001.937608 /iccv/2001/hongeng2001iccv-multi/

Abstract

This paper presents a new approach to recognizing multiagent events observed by a static camera. To track objects robustly, knowledge about the ground plane and the events is used. An event is considered as composed of action threads, each thread being executed by a single actor. A single thread of action is recognized from the characteristics of the trajectory and moving blob of the actor using Bayesian methods. A multi-agent event is represented by a number of action threads related by temporal constraints. Multi-agent events are recognized by propagating the constraints and likelihoods of event threads in a temporal logic network.

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Cite

Text

Hongeng and Nevatia. "Multi-Agent Event Recognition." IEEE/CVF International Conference on Computer Vision, 2001. doi:10.1109/ICCV.2001.937608

Markdown

[Hongeng and Nevatia. "Multi-Agent Event Recognition." IEEE/CVF International Conference on Computer Vision, 2001.](https://mlanthology.org/iccv/2001/hongeng2001iccv-multi/) doi:10.1109/ICCV.2001.937608

BibTeX

@inproceedings{hongeng2001iccv-multi,
  title     = {{Multi-Agent Event Recognition}},
  author    = {Hongeng, Somboon and Nevatia, Ramakant},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {2001},
  pages     = {84-93},
  doi       = {10.1109/ICCV.2001.937608},
  url       = {https://mlanthology.org/iccv/2001/hongeng2001iccv-multi/}
}