Estimating illumination parameters in real space with application to image relighting

Feng Xie*, Linmi Tao, Guangyou Xu, Huijun Di

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

A novel algorithm is presented in this paper for estimating the direction and strength of point light with the strength of ambient illumination. Existing approaches estimate these illumination parameters directly in the high dimensional image space, while we estimate the parameters in two steps: first to project the image to an orthogonal linear subspace based on spherical harmonic basis functions; then to calculate the parameters in the low dimensional subspace. The experimental results on CMU PIE database and Yale Database B showed the stability and effectiveness of this method. The resulting illumination information can help to synthesize more realistic relighting images and recognize object under variable illumination.

源语言英语
主期刊名Computer Vision - ACCV 2006 - 7th Asian Conference on Computer Vision, Proceedings
490-499
页数10
DOI
出版状态已出版 - 2006
已对外发布
活动7th Asian Conference on Computer Vision, ACCV 2006 - Hyderabad, 印度
期限: 13 1月 200616 1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)
3851 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议7th Asian Conference on Computer Vision, ACCV 2006
国家/地区印度
Hyderabad
时期13/01/0616/01/06

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