Detail publikace

Face Detection in video sequences

MALACH, T. BAMBUCH, P. MALACH, J.

Originální název

Face Detection in video sequences

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Advanced face detection algorithms tested on static laboratory captured images are distinguished by low error rate. Real surroundings, scenarios and scene illumination can considerably increase the error rate. These variable conditions could have a negative influence on captured video sequences. Another perspective includes fact, that human's behavior changes at different situations which could also influence performance of face detections algorithms. The goal of the work presented in this paper is to assess the influence of these conditions on error rate. This paper presents results of Viola-Jones based face detection system tested on database trustworthily representing real surroundings and conditions. Accent is put on influence of scenarios and illumination. For this purpose dedicated closed circuit TV (CCTV) system was designed, so mentioned influences were effectively tested.

Klíčová slova

Face detection, video sequences, scenarios, illumination influence, real surroundings, real conditions

Autoři

MALACH, T.; BAMBUCH, P.; MALACH, J.

Rok RIV

2012

Vydáno

18. 4. 2012

Nakladatel

UREL VUT

Místo

Brno

ISBN

978-80-214-4468-3

Kniha

Proceedings of 22nd International Conference Radioelektronika 2012

Číslo edice

1

Strany od

289

Strany do

292

Strany počet

4

BibTex

@inproceedings{BUT102642,
  author="Tobiáš {Malach} and Petr {Bambuch} and Jindřich {Malach}",
  title="Face Detection in video sequences",
  booktitle="Proceedings of 22nd International Conference Radioelektronika 2012",
  year="2012",
  number="1",
  pages="289--292",
  publisher="UREL VUT",
  address="Brno",
  isbn="978-80-214-4468-3"
}