Eyes location using a neural network

Xiao Yi Feng; Li Ping Yang; Zhi Dang; Matti Pietik̈inen

doi:10.1007/11760023_69

Eyes location using a neural network

Xiao Yi Feng
, Li Ping Yang
, Zhi Dang
, Matti Pietik̈inen

电子信息学院

Northwestern Polytechnical University Xian
University of Oulu

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

This paper proposed a neural network based method for eyes location. In our work, face area is first located initially using an illumination invariant face skin model; Then, it is segmented by the combination of image transformation and a competitive Hopfield neural network (CHNN) and facial feature candidates such as eyes, eyebrows and mouth are obtained; Finally, eyes are located by facial features evaluation and validation, which is based on face's geometrical structures. Experimental results show that our system performs well under not good lighting conditions.

源语言	英语
主期刊名	Advances in Neural Networks - ISNN 2006
主期刊副标题	Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II
出版商	Springer Verlag
页	474-479
页数	6
ISBN（印刷版）	3540344373, 9783540344377
DOI	https://doi.org/10.1007/11760023_69
出版状态	已出版 - 2006
活动	3rd International Symposium on Neural Networks, ISNN 2006 - Advances in Neural Networks - Chengdu, 中国期限: 28 5月 2006 → 1 6月 2006

出版系列

姓名	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷	3972 LNCS
ISSN（印刷版）	0302-9743
ISSN（电子版）	1611-3349

会议

会议	3rd International Symposium on Neural Networks, ISNN 2006 - Advances in Neural Networks
国家/地区	中国
市	Chengdu
时期	28/05/06 → 1/06/06

访问文件

10.1007/11760023_69

其它文件与链接

链接到 Scopus 的出版物

引用此

Feng, X. Y., Yang, L. P., Dang, Z., & Pietik̈inen, M. (2006). Eyes location using a neural network. 在 Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II (页码 474-479). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3972 LNCS). Springer Verlag. https://doi.org/10.1007/11760023_69

Feng, Xiao Yi ; Yang, Li Ping ; Dang, Zhi 等. / Eyes location using a neural network. Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II. Springer Verlag, 2006. 页码 474-479 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{9eab21962055493883d8c525a315e925,

title = "Eyes location using a neural network",

abstract = "This paper proposed a neural network based method for eyes location. In our work, face area is first located initially using an illumination invariant face skin model; Then, it is segmented by the combination of image transformation and a competitive Hopfield neural network (CHNN) and facial feature candidates such as eyes, eyebrows and mouth are obtained; Finally, eyes are located by facial features evaluation and validation, which is based on face's geometrical structures. Experimental results show that our system performs well under not good lighting conditions.",

author = "Feng, \{Xiao Yi\} and Yang, \{Li Ping\} and Zhi Dang and Matti Pieti{\"k}inen",

year = "2006",

doi = "10.1007/11760023\_69",

language = "英语",

isbn = "3540344373",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "474--479",

booktitle = "Advances in Neural Networks - ISNN 2006",

note = "3rd International Symposium on Neural Networks, ISNN 2006 - Advances in Neural Networks ; Conference date: 28-05-2006 Through 01-06-2006",

}

Feng, XY, Yang, LP, Dang, Z & Pietik̈inen, M 2006, Eyes location using a neural network. 在 Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 3972 LNCS, Springer Verlag, 页码 474-479, 3rd International Symposium on Neural Networks, ISNN 2006 - Advances in Neural Networks, Chengdu, 中国, 28/05/06. https://doi.org/10.1007/11760023_69

Eyes location using a neural network. / Feng, Xiao Yi; Yang, Li Ping; Dang, Zhi 等.
Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II. Springer Verlag, 2006. 页码 474-479 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 3972 LNCS).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Eyes location using a neural network

AU - Feng, Xiao Yi

AU - Yang, Li Ping

AU - Dang, Zhi

AU - Pietik̈inen, Matti

PY - 2006

Y1 - 2006

N2 - This paper proposed a neural network based method for eyes location. In our work, face area is first located initially using an illumination invariant face skin model; Then, it is segmented by the combination of image transformation and a competitive Hopfield neural network (CHNN) and facial feature candidates such as eyes, eyebrows and mouth are obtained; Finally, eyes are located by facial features evaluation and validation, which is based on face's geometrical structures. Experimental results show that our system performs well under not good lighting conditions.

AB - This paper proposed a neural network based method for eyes location. In our work, face area is first located initially using an illumination invariant face skin model; Then, it is segmented by the combination of image transformation and a competitive Hopfield neural network (CHNN) and facial feature candidates such as eyes, eyebrows and mouth are obtained; Finally, eyes are located by facial features evaluation and validation, which is based on face's geometrical structures. Experimental results show that our system performs well under not good lighting conditions.

UR - https://www.scopus.com/pages/publications/33745882343

U2 - 10.1007/11760023_69

DO - 10.1007/11760023_69

M3 - 会议稿件

AN - SCOPUS:33745882343

SN - 3540344373

SN - 9783540344377

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 474

EP - 479

BT - Advances in Neural Networks - ISNN 2006

PB - Springer Verlag

T2 - 3rd International Symposium on Neural Networks, ISNN 2006 - Advances in Neural Networks

Y2 - 28 May 2006 through 1 June 2006

ER -

Feng XY, Yang LP, Dang Z, Pietik̈inen M. Eyes location using a neural network. 在 Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II. Springer Verlag. 2006. 页码 474-479. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11760023_69

Eyes location using a neural network

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