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PŘINOSIL, J. SMÉKAL, Z.
Original Title
Robust Real-Time Face Tracking System
Type
conference paper
Language
English
Original Abstract
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.
Keywords
Face tracking, Viola-Jones detector, skin color model, CamShift algorithm
Authors
PŘINOSIL, J.; SMÉKAL, Z.
RIV year
2009
Released
27. 8. 2009
Publisher
ASSZISZTENCIA Congress Bureau
Location
Dunakiliti
ISBN
978-963-06-7716-5
Book
32nd International Conference on Telecommunications and Signal Processing - TSP'2009
Pages from
1
Pages to
4
Pages count
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" }