Detail publikace

Method for Real-Time Face Tracking in a Video Sequence

ŘÍHA, K. PŘINOSIL, J. FU, D. ZUKAL, M. KARÁSEK, J.

Originální název

Method for Real-Time Face Tracking in a Video Sequence

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The article presents a method for real-time tracking of face in video sequences. Algorithms for face detection are often very time-consuming and there are problems with their performance in real-time processing of video sequences or video streams. The algorithm presented in the article solves this problem using the optical flow technique. Face detection can be performed in a longer interval (in the order of hundreds of milliseconds) than the FPS of a given video sequence is performed. A special functionality for the evaluation of partial movements in the area of the face being tracked has been developed. The part of the article focused on testing the algorithm shows a high reduction of computation time with the high-accuracy determination of the face position preserved even in frames where the face detection algorithm was not applied.

Klíčová slova

Face Detection, Optical Flow, Tracking, Digital Video Sequence, Image Processing

Autoři

ŘÍHA, K.; PŘINOSIL, J.; FU, D.; ZUKAL, M.; KARÁSEK, J.

Rok RIV

2012

Vydáno

7. 9. 2012

Nakladatel

WSEAS Press

Místo

Sliema, Malta

ISBN

978-1-61804-119-7

Kniha

Advances in Sensors, Signals, Visualisation, Imaging and Simulation

Edice

Recent Advances in Electrical Engineering Series

Číslo edice

6

Strany od

182

Strany do

187

Strany počet

6

BibTex

@inproceedings{BUT93885,
  author="Kamil {Říha} and Jiří {Přinosil} and Dongmei {Fu} and Martin {Zukal} and Jan {Karásek}",
  title="Method for Real-Time Face Tracking in a Video Sequence",
  booktitle="Advances in Sensors, Signals, Visualisation, Imaging and Simulation",
  year="2012",
  series="Recent Advances in Electrical Engineering Series",
  number="6",
  pages="182--187",
  publisher="WSEAS Press",
  address="Sliema, Malta",
  isbn="978-1-61804-119-7"
}