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A New High Precision Eye Center LocalizationTechnique

Abstract: 

Eyes represent the most distinctive features of the human face, while their position and movements are a significant source of information about the cognitive and affective state of humans. Precise eye center localization constitutes a challenging problem in many human-computer interaction applications. In this work, an automatic, non-intrusive method is introduced for the precise eye center localization,based on a modified version of the Fast Radial Symmetry Transform. Specifically,computing the components of the transform from different modalities of the original image, we succeeded to improve the accuracy of the eye center localizer. Experiments were performed in two publicly available face databases, where there is a wide variety of ages, ethnicities, poses, lighting conditions, shadows, presence of occlusions (hair, glasses) and reflections. The obtained results demonstrate the superior performance and enhanced accuracy of this technique against the state-of-the-art methods.

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Paper Details

Authors:
Nikolaos Poulopoulos, Emmanouil Psarakis
Submitted On:
13 September 2017 - 4:10am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Nikolaos Poulopoulos
Paper Code:
1853
Document Year:
2017
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A new high precision eye center localization technique.pdf

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[1] Nikolaos Poulopoulos, Emmanouil Psarakis, "A New High Precision Eye Center LocalizationTechnique", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1963. Accessed: Sep. 24, 2017.
@article{1963-17,
url = {http://sigport.org/1963},
author = {Nikolaos Poulopoulos; Emmanouil Psarakis },
publisher = {IEEE SigPort},
title = {A New High Precision Eye Center LocalizationTechnique},
year = {2017} }
TY - EJOUR
T1 - A New High Precision Eye Center LocalizationTechnique
AU - Nikolaos Poulopoulos; Emmanouil Psarakis
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1963
ER -
Nikolaos Poulopoulos, Emmanouil Psarakis. (2017). A New High Precision Eye Center LocalizationTechnique. IEEE SigPort. http://sigport.org/1963
Nikolaos Poulopoulos, Emmanouil Psarakis, 2017. A New High Precision Eye Center LocalizationTechnique. Available at: http://sigport.org/1963.
Nikolaos Poulopoulos, Emmanouil Psarakis. (2017). "A New High Precision Eye Center LocalizationTechnique." Web.
1. Nikolaos Poulopoulos, Emmanouil Psarakis. A New High Precision Eye Center LocalizationTechnique [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1963