Detail publikačního výsledku

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

CHMELAŘ, P.; MLÍCH, J.; PEŠEK, M.; VOLF, T.; ZEMČÍK, P.; ZENDULKA, J.

Originální název

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

Anglický název

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

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

In the paper, we describe ourexperiments in the interactive surveillance event detection pilot(SED) of the 2009 TRECVid evaluation. Our approach inheritsfunctionality 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, BrnoUniversity of Technology. It contains both standard and experimentaltechniques evaluated at the AVSS 2009/10 Multi-Camera TrackingChallenge. We have deployed active learning functionality (Bayesian,SVM and HMM) based on moving objects' trajectory statistics and shapeclassification using Video Terror Application Programming Interface(VTApi), which was created to unify and accelerate the intelligentvision applications development.

Anglický abstrakt

In the paper, we describe ourexperiments in the interactive surveillance event detection pilot(SED) of the 2009 TRECVid evaluation. Our approach inheritsfunctionality 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, BrnoUniversity of Technology. It contains both standard and experimentaltechniques evaluated at the AVSS 2009/10 Multi-Camera TrackingChallenge. We have deployed active learning functionality (Bayesian,SVM and HMM) based on moving objects' trajectory statistics and shapeclassification using Video Terror Application Programming Interface(VTApi), which was created to unify and accelerate the intelligentvision applications development.

Autoři

CHMELAŘ, P.; MLÍCH, J.; PEŠEK, M.; VOLF, T.; ZEMČÍK, P.; ZENDULKA, J.

Vydáno

20.11.2013

Místo

Gaithersburg

Kniha

2013 TREC Video Retrieval Evaluation Notebook Papers and Slides

Strany od

1

Strany do

9

Strany počet

9

URL

https://www.fit.vut.cz/research/publication/10485/

Plný text v Digitální knihovně

http://hdl.handle.net/

BibTex

@inproceedings{BUT192931,
  author="Petr {Chmelař} and Jozef {Mlích} and Martin {Pešek} and Tomáš {Volf} and Pavel {Zemčík} and Jaroslav {Zendulka}",
  title="Brno University of Technology at TRECVid 2013: Interactive Surveillance Event Detection",
  booktitle="2013 TREC Video Retrieval Evaluation Notebook Papers and Slides",
  year="2013",
  pages="1--9",
  address="Gaithersburg",
  url="https://www.fit.vut.cz/research/publication/10485/"
}

Dokumenty

Brno_paper