Detail publikačního výsledku

Robust Real-Time Face Tracking System

PŘINOSIL, J.; SMÉKAL, Z.

Originální název

Robust Real-Time Face Tracking System

Anglický název

Robust Real-Time Face Tracking System

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper deals with the proposal of robust system for face tracking in real time, where several techniques are used for face detection in each video frame. At the first, the initial face position is searched using modified Viola-Jones object detector, and after that the position is continuously updated using template matching algorithm, simple Viola-Jones detector, skin color mask and CamShift algorithm. The system allows tracking faces of any size with arbitrary head movement (translation, head rotation). Furthermore, it is computationally fast, thus an eventual face processing algorithm can be easily performed.

Anglický abstrakt

This paper deals with the proposal of robust system for face tracking in real time, where several techniques are used for face detection in each video frame. At the first, the initial face position is searched using modified Viola-Jones object detector, and after that the position is continuously updated using template matching algorithm, simple Viola-Jones detector, skin color mask and CamShift algorithm. The system allows tracking faces of any size with arbitrary head movement (translation, head rotation). Furthermore, it is computationally fast, thus an eventual face processing algorithm can be easily performed.

Klíčová slova

Face tracking, Viola-Jones detector, skin color model, CamShift algorithm

Klíčová slova v angličtině

Face tracking, Viola-Jones detector, skin color model, CamShift algorithm

Autoři

PŘINOSIL, J.; SMÉKAL, Z.

Rok RIV

2011

Vydáno

27.08.2009

Nakladatel

ASSZISZTENCIA Congress Bureau

Místo

Dunakiliti

ISBN

978-963-06-7716-5

Kniha

32nd International Conference on Telecommunications and Signal Processing - TSP'2009

Strany od

1

Strany do

4

Strany počet

4

BibTex

@inproceedings{BUT33272,
  author="Jiří {Přinosil} and Zdeněk {Smékal}",
  title="Robust Real-Time Face Tracking System",
  booktitle="32nd International Conference on Telecommunications and Signal Processing - TSP'2009",
  year="2009",
  pages="1--4",
  publisher="ASSZISZTENCIA Congress Bureau",
  address="Dunakiliti",
  isbn="978-963-06-7716-5"
}