Conference paper

CHMELAŘ Petr, MLÍCH Jozef, PEŠEK Martin, VOLF Tomáš, ZEMČÍK Pavel and ZENDULKA Jaroslav. Brno University of Technology at TRECVid 2012: Interactive Surveillance Event Detection Pilot. In: 2012 TREC Video Retrieval Evaluation Notebook Papers and Slides. Gaithersburg: National Institute of Standards and Technology, 2012, pp. 1-9.
Publication language:english
Original title:Brno University of Technology at TRECVid 2012: Interactive Surveillance Event Detection Pilot
Title (cs):Vysoké učení technické v Brně na TRECVid 2012: Interaktivní detekce událostí dohledu
Pages:1-9
Proceedings:2012 TREC Video Retrieval Evaluation Notebook Papers and Slides
Conference:2012 TRECVID Workshop
Place:Gaithersburg, US
Year:2012
Publisher:National Institute of Standards and Technology
Files: 
+Type Name Title Size Last modified
iconBUTnotebook.07.pdf1,19 MB2012-11-14 23:00:37
^ Select all
With selected:
Keywords
TRECVid, SED, event detection
Annotation
The experiments we describe here involve the interactive surveillance event detection pilot (SED) of the 2012 TRECVid evaluation. Our approach is called Surveillance Network Augmented by Retrieval Event Detection (SUNAR-ED), an open source single-camera computer vision and information-retrieval based surveillance event detection system, which is based on wide area (video) surveillance system (SUNAR). It contains state of the art and experimental methods of object tracking (OpenCV), feature extraction (MPEG-7), search (similarity, spatio-temporal) and learning (Bayes, GMM, HMM, SVM).

We have deployed active learning functionality based on moving objects' trajectory statistics and shape classification using  VTApi (Video Terror Application  programming interface and methodology), a data base interface used for processing and  efficient management,  indexing, retrieval and analysis of image and video data and related metadata, which was created to unify and accelerate the intelligent vision applications development.
BibTeX:
@INPROCEEDINGS{
   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 2012: Interactive
	Surveillance Event Detection Pilot},
   pages = {1--9},
   booktitle = {2012 TREC Video Retrieval Evaluation Notebook Papers and
	Slides},
   year = {2012},
   location = {Gaithersburg, US},
   publisher = {National Institute of Standards and Technology},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.en.iso-8859-2?id=10192}
}

Your IPv4 address: 107.22.126.144
Switch to IPv6 connection

DNSSEC [dnssec]