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Fourth IEEE International Conference on Multimodal Interfaces (ICMI'02)
Improved Information Maximization based Face and Facial Feature Detection from Real-time Video and Application in a Multi-Modal Person Identification System
Pittsburgh, Pennsylvania
October 14-October 16
ISBN: 0-7695-1834-6
ASCII Text
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Ziyou Xiong, Yunqiang Chen, Roy Wang, Thomas S. Huang, "Improved Information Maximization based Face and Facial Feature Detection from Real-time Video and Application in a Multi-Modal Person Identification System," Multimodal Interfaces, IEEE International Conference on, pp. 511, Fourth IEEE International Conference on Multimodal Interfaces (ICMI'02), 2002.
 
 
BibTex
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@article{ 10.1109/ICMI.2002.1167048,
author = {Ziyou Xiong and Yunqiang Chen and Roy Wang and Thomas S. Huang},
title = {Improved Information Maximization based Face and Facial Feature Detection from Real-time Video and Application in a Multi-Modal Person Identification System},
journal ={Multimodal Interfaces, IEEE International Conference on},
volume = {0},
year = {2002},
isbn = {0-7695-1834-6},
pages = {511},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICMI.2002.1167048},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Multimodal Interfaces, IEEE International Conference on
TI - Improved Information Maximization based Face and Facial Feature Detection from Real-time Video and Application in a Multi-Modal Person Identification System
SN - 0-7695-1834-6
SP
EP
A1 - Ziyou Xiong,
A1 - Yunqiang Chen,
A1 - Roy Wang,
A1 - Thomas S. Huang,
PY - 2002
KW - face detection
KW - person identification
KW - real-time
VL - 0
JA - Multimodal Interfaces, IEEE International Conference on
ER -
 
Ziyou Xiong, University of Illinois at Urbana-Champaign
Yunqiang Chen, University of Illinois at Urbana-Champaign
Roy Wang, University of Illinois at Urbana-Champaign
Thomas S. Huang, University of Illinois at Urbana-Champaign
In this paper an improved face detection method based on our previous Information-Based Maximum Discrimination approach is presented that maximizes the discrimination between face and non-face examples in a training set without even using color or motion information. A short review of our previous method is given together with the description of the intuition behind and our recent improvement on its detection speed. A person identification system has been developed that performs multi-modal person identification in real-time video based on this newly improved face detection method together with speaker identification.
Index Terms:
face detection, person identification, real-time
Citation:
Ziyou Xiong, Yunqiang Chen, Roy Wang, Thomas S. Huang, "Improved Information Maximization based Face and Facial Feature Detection from Real-time Video and Application in a Multi-Modal Person Identification System," icmi, pp.511, Fourth IEEE International Conference on Multimodal Interfaces (ICMI'02), 2002
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