A generic face representation approach for local appearance based face verification

Hazim Kemal Ekenel; Rainer Stiefelhagen

doi:10.1109/CVPR.2005.563

A generic face representation approach for local appearance based face verification

Hazim Kemal Ekenel, Rainer Stiefelhagen

Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper we present the experimental results of a generic local appearance based face representation approach obtained from the first and fourth experiments of the Face Recognition Grand Challenge (FRGC) version 1 data. The introduced representation approach is compared with the baseline system with the standard distance metrics of L1 norm, L2 norm and cosine angle. The experimental results show that the proposed local appearance based approach provides better and more stable results than the baseline system -holistic Eigenfaces- approach.

Original language	English (US)
Title of host publication	2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops
Publisher	IEEE Computer Society
ISBN (Electronic)	0769526608
DOIs	https://doi.org/10.1109/CVPR.2005.563
State	Published - 2005
Event	2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops - San Diego, United States Duration: Sep 21 2005 → Sep 23 2005

Publication series

Name	IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
Volume	2005-September
ISSN (Print)	2160-7508
ISSN (Electronic)	2160-7516

Conference

Conference	2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops
Country/Territory	United States
City	San Diego
Period	9/21/05 → 9/23/05

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Electrical and Electronic Engineering

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10.1109/CVPR.2005.563

Cite this

Ekenel, H. K., & Stiefelhagen, R. (2005). A generic face representation approach for local appearance based face verification. In 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2005-September). IEEE Computer Society. https://doi.org/10.1109/CVPR.2005.563

A generic face representation approach for local appearance based face verification. / Ekenel, Hazim Kemal; Stiefelhagen, Rainer.
2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops. IEEE Computer Society, 2005. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; Vol. 2005-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ekenel, HK & Stiefelhagen, R 2005, A generic face representation approach for local appearance based face verification. in 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2005-September, IEEE Computer Society, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005 - Workshops, San Diego, United States, 9/21/05. https://doi.org/10.1109/CVPR.2005.563

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A generic face representation approach for local appearance based face verification

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