ML Anthology

Real Time Detection of Social Interactions in Surveillance Video

Paolo Rota, Nicola Conci, Nicu Sebe
ECCVW 2012 pp. 111-120
doi:10.1007/978-3-642-33885-4_12 /eccvw/2012/rota2012eccvw-real/

Abstract

In this paper we present a novel method to detect the presence of social interactions occurring in a surveillance scenario. The algorithm we propose complements motion features with proxemics cues, so as to link the human motion with the contextual and environmental information. The extracted features are analyzed through a multi-class SVM. Testing has been carried out distinguishing between casual and intentional interactions, where intentional events are further subdivided into normal and abnormal behaviors. The algorithm is validated on benchmark datasets, as well as on a new dataset specifically designed for interactions analysis.

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Cite

Text

Rota et al. "Real Time Detection of Social Interactions in Surveillance Video." European Conference on Computer Vision Workshops, 2012. doi:10.1007/978-3-642-33885-4_12

Markdown

[Rota et al. "Real Time Detection of Social Interactions in Surveillance Video." European Conference on Computer Vision Workshops, 2012.](https://mlanthology.org/eccvw/2012/rota2012eccvw-real/) doi:10.1007/978-3-642-33885-4_12

BibTeX

@inproceedings{rota2012eccvw-real,
  title     = {{Real Time Detection of Social Interactions in Surveillance Video}},
  author    = {Rota, Paolo and Conci, Nicola and Sebe, Nicu},
  booktitle = {European Conference on Computer Vision Workshops},
  year      = {2012},
  pages     = {111-120},
  doi       = {10.1007/978-3-642-33885-4_12},
  url       = {https://mlanthology.org/eccvw/2012/rota2012eccvw-real/}
}