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IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Advances in Component Based Face Detection
Nice, France
October 17-October 17
ISBN: 0-7695-2010-3
ASCII Text
x 
 
S. M. Bileschi, B. Heisele, "Advances in Component Based Face Detection," Analysis and Modeling of Faces and Gestures, IEEE International Workshop on, pp. 149, IEEE International Workshop on Analysis and Modeling of Faces and Gestures, 2003.
 
 
BibTex
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@article{ 10.1109/AMFG.2003.1240837,
author = {S. M. Bileschi and B. Heisele},
title = {Advances in Component Based Face Detection},
journal ={Analysis and Modeling of Faces and Gestures, IEEE International Workshop on},
volume = {0},
year = {2003},
isbn = {0-7695-2010-3},
pages = {149},
doi = {http://doi.ieeecomputersociety.org/10.1109/AMFG.2003.1240837},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Analysis and Modeling of Faces and Gestures, IEEE International Workshop on
TI - Advances in Component Based Face Detection
SN - 0-7695-2010-3
SP
EP
A1 - S. M. Bileschi,
A1 - B. Heisele,
PY - 2003
KW - null
VL - 0
JA - Analysis and Modeling of Faces and Gestures, IEEE International Workshop on
ER -
 
S. M. Bileschi, Massachusetts Institute of Technology
B. Heisele, Honda Research and Development
We describe the design of a component based face detector for gray scale images. We show that including parts of the face into the negative training sets of the component classifiers leads to improved system performance. We also introduce a method of using pairwise position statistics between component locations to more accurately locate the parts of a face. Finally, we illustrate an application of this technology in the creation of an accurate eye detection system.
Citation:
S. M. Bileschi, B. Heisele, "Advances in Component Based Face Detection," amfg, pp.149, IEEE International Workshop on Analysis and Modeling of Faces and Gestures, 2003
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