Glasses removal from facial image using recursive PCA reconstruction

Jeong Seon Park; You Hwa Oh; Sang Chul Ahn; Seong Whan Lee

doi:10.1007/3-540-44887-x_44

Glasses removal from facial image using recursive PCA reconstruction

Jeong Seon Park, You Hwa Oh, Sang Chul Ahn, Seong Whan Lee

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

23 Citations (Scopus)

Abstract

This paper proposes a new method of removing glasses from human frontal face images. We first detect regions occluded by glasses. Then we generate a naturally looking glassless facial image by recursive PCA reconstruction. The resulting image has no trace of glass frame, nor the reflection and shade made by the glasses. The experimental results show that the proposed method is an effective solution to the problem of glass occlusion, and, we believe, it can be applied to enhancing the performance of face recognition systems.

Original language	English
Title of host publication	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Editors	Josef Kittler, Mark S. Nixon
Publisher	Springer Verlag
Pages	369-376
Number of pages	8
ISBN (Electronic)	9783540403029
DOIs	https://doi.org/10.1007/3-540-44887-x_44
Publication status	Published - 2003

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2688
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

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10.1007/3-540-44887-x_44

Cite this

Park, J. S., Oh, Y. H., Ahn, S. C., & Lee, S. W. (2003). Glasses removal from facial image using recursive PCA reconstruction. In J. Kittler, & M. S. Nixon (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 369-376). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2688). Springer Verlag. https://doi.org/10.1007/3-540-44887-x_44

Glasses removal from facial image using recursive PCA reconstruction. / Park, Jeong Seon; Oh, You Hwa; Ahn, Sang Chul et al.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). ed. / Josef Kittler; Mark S. Nixon. Springer Verlag, 2003. p. 369-376 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2688).

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

Park, JS, Oh, YH, Ahn, SC & Lee, SW 2003, Glasses removal from facial image using recursive PCA reconstruction. in J Kittler & MS Nixon (eds), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2688, Springer Verlag, pp. 369-376. https://doi.org/10.1007/3-540-44887-x_44

Park JS, Oh YH, Ahn SC, Lee SW. Glasses removal from facial image using recursive PCA reconstruction. In Kittler J, Nixon MS, editors, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag. 2003. p. 369-376. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-44887-x_44

Park, Jeong Seon ; Oh, You Hwa ; Ahn, Sang Chul et al. / Glasses removal from facial image using recursive PCA reconstruction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). editor / Josef Kittler ; Mark S. Nixon. Springer Verlag, 2003. pp. 369-376 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Glasses removal from facial image using recursive PCA reconstruction

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