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Authors: Jingwen Dai ; Dan Liu and Jianbo Su

Affiliation: Shanghai Jiaotong University, China

ISBN: 978-989-8111-69-2

ISSN: 2184-4321

Keyword(s): Eye localization, Threshold, Segmentation, Projection peak.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Soft Computing

Abstract: This paper presents a new method of projection peak analysis for rapid eye localization. First, the eye region is segmented from the face image by setting appropriate candidate window. Then, a threshold is obtained by histogram analysis of the eye region image to binarize and segment the eyes out of the eye region. Thus, a series of projection peak will be derived from vertical and horizontal gray projection curves on the binary image, which is used to confirm the positions of the eyes. The proposed eye-localization method does not need any a priori knowledge and training process. Experiments on three face databases show that this method is effective, accurate and rapid in eye localization, which is fit for real-time face recognition system.

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Paper citation in several formats:
Dai J.; Liu D.; Su J. and (2009). PROJECTION PEAK ANALYSIS FOR RAPID EYE LOCALIZATION.In Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009) ISBN 978-989-8111-69-2, pages 315-320. DOI: 10.5220/0001787603150320

@conference{visapp09,
author={Jingwen Dai and Dan Liu and Jianbo Su},
title={PROJECTION PEAK ANALYSIS FOR RAPID EYE LOCALIZATION},
booktitle={Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)},
year={2009},
pages={315-320},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001787603150320},
isbn={978-989-8111-69-2},
}

TY - CONF

JO - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2009)
TI - PROJECTION PEAK ANALYSIS FOR RAPID EYE LOCALIZATION
SN - 978-989-8111-69-2
AU - Dai, J.
AU - Liu, D.
AU - Su, J.
PY - 2009
SP - 315
EP - 320
DO - 10.5220/0001787603150320

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