Detail publikačního výsledku

Face Detection in video sequences

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

Original Title

Face Detection in video sequences

English Title

Face Detection in video sequences

Type

Paper in proceedings (conference paper)

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

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

RIV year

2014

Released

18.04.2012

Publisher

UREL VUT

Location

Brno

ISBN

978-80-214-4468-3

Book

Proceedings of 22nd International Conference Radioelektronika 2012

Pages from

289

Pages to

292

Pages count

4

Full text in the Digital Library

http://hdl.handle.net/

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"
}