Faculty of Information Technology, BUT

Publication Details

Brno University of Technology at TRECVid 2013: Interactive Surveillance Event Detection

CHMELAŘ Petr, MLÍCH Jozef, PEŠEK Martin, VOLF Tomáš, ZEMČÍK Pavel and ZENDULKA Jaroslav. Brno University of Technology at TRECVid 2013: Interactive Surveillance Event Detection. In: 2013 TREC Video Retrieval Evaluation Notebook Papers and Slides. Gaithersburg, 2013, pp. 1-9.
Type
conference paper
Language
english
Authors
Chmelař Petr, Ing. (DIFS FIT BUT)
Mlích Jozef, Ing. (DCGM FIT BUT)
Pešek Martin, Ing. (DIFS FIT BUT)
Volf Tomáš, Ing. (DIFS FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)
Zendulka Jaroslav, doc. Ing., CSc. (DIFS FIT BUT)
Abstract
In the paper, we describe our experiments in the interactive surveillance event detection pilot (SED) of the 2009 TRECVid evaluation. Our approach inherits functionality of the Surveillance Network Augmented by Retrieval (SUNAR) system, which is an information retrieval based wide area (video) surveillance system being developed at Faculty of IT, Brno University of Technology. It contains both standard and experimental techniques evaluated at the AVSS 2009/10 Multi-Camera Tracking Challenge. We have deployed active learning functionality (Bayesian, SVM and HMM) based on moving objects' trajectory statistics and shape classification using Video Terror Application Programming Interface (VTApi), which was created to unify and accelerate the intelligent vision applications development.
Published
2013
Pages
1-9
Proceedings
2013 TREC Video Retrieval Evaluation Notebook Papers and Slides
Conference
2013 TRECVID Workshop, Gaithersburg, MD, US
Place
Gaithersburg, US
BibTeX
@INPROCEEDINGS{FITPUB10485,
   author = "Petr Chmela\v{r} and Jozef Ml\'{i}ch and Martin Pe\v{s}ek and Tom\'{a}\v{s} Volf and Pavel Zem\v{c}\'{i}k and Jaroslav Zendulka",
   title = "Brno University of Technology at TRECVid 2013: Interactive Surveillance Event Detection",
   pages = "1--9",
   booktitle = "2013 TREC Video Retrieval Evaluation Notebook Papers and Slides",
   year = 2013,
   location = "Gaithersburg, US",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10485"
}
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