Článek ve sborníku konference

CHMELAŘ Petr, BERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, ŘEZNÍČEK Ivo a ZEMČÍK Pavel. Brno University of Technology at TRECVid 2009. In: TRECVID 2009: Participant Notebook Papers and Slides. Gaithersburg, MD: National Institute of Standards and Technology, 2009, s. 1-11.
Jazyk publikace:angličtina
Název publikace:Brno University of Technology at TRECVid 2009
Název (cs):Brno University of Technology at TRECVid 2009
Strany:1-11
Sborník:TRECVID 2009: Participant Notebook Papers and Slides
Konference:2009 TRECVID Workshop
Místo vydání:Gaithersburg, MD, US
Rok:2009
Vydavatel:National Institute of Standards and Technology
Klíčová slova
TRECVid, Search, HLF, NIST
Anotace
In this paper we describe our experiments in High-level feature extraction (HLF) and Search tasks of the 2009 TRECVid evaluation. This year, we have concentrated mainly on the local (affine covariant) image features and their transformation into a searchable form, especially using the indexing techniques.

In brief, we have submitted the following runs:

  1. HLF: We have used training method based on support vector machine (SVM) using five types of global and local image features. Results were submitted in the BRNO_HLF_SI run.

  2. Search: We have performed a fully automatic experiment based on the transformed local image features together with face detection and global features - color layout and texture features in the BrnoUT_visual.2 run.


The paper is organized as follows. In Section 1, a motivation and an overview of the work is presented. We dedicated Section 2 to the feature extraction task, which is being used in common by the HLF and Search tasks. Details of the tasks we have sent are given in Section 3 and Section 4. Finally, Section 5 discusses the achieved results and concludes the paper. The result tables are attached at the end of the paper.

BibTeX:
@INPROCEEDINGS{
   author = {Petr Chmelař and Vítězslav Beran and Adam Herout and Michal
	Hradiš and Ivo Řezníček and Pavel Zemčík},
   title = {Brno University of Technology at TRECVid 2009},
   pages = {1--11},
   booktitle = {TRECVID 2009: Participant Notebook Papers and Slides},
   year = {2009},
   location = {Gaithersburg, MD, US},
   publisher = {National Institute of Standards and Technology},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php.cs?id=9148}
}

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