A Novel Lips Detection Method Combined Adaboost Algorithm and Camshift Algorithm

DOI

10.2991/iccasm.2012.136How to use a DOI?

Keywords

component, fAdaboost algorithm, Camshift algorithm, lips detection

Abstract

The lips detection has a very unique role in identification and tracking, voice recognition, lipsreading and so on. This paper proposed a new lips detection method by combined Adaboost algorithm and Camshift algorithm. First, detects the lips by the lips classification which trained by Adaboost algorithm, and marks the specific lips location with a rectangular window. Then, makes the lips color region as the tracking color tracked by Camshift algorithm, and track the lips position in the next frame. Finally, uses Adaboost algorithm to do lips detection. The new lips detect method overcomes search the entire window just use Adaboost algorithm, greatly improved the accuracy of lips detection.

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Feng Wen
PY  - 2012/08
DA  - 2012/08
TI  - A Novel Lips Detection Method Combined Adaboost Algorithm and Camshift Algorithm
BT  - Proceedings of the 2012 International Conference on Computer Application and System Modeling (ICCASM 2012)
PB  - Atlantis Press
SP  - 535
EP  - 538
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccasm.2012.136
DO  - 10.2991/iccasm.2012.136
ID  - Wen2012/08
ER  -