USER-AIDED SINGLE IMAGE SHADOW REMOVAL

被引:0
|
作者
Gong, Han [1 ]
Cosker, Darren [1 ]
Li, Chuan [1 ]
Brown, Matthew [1 ]
机构
[1] Univ Bath, Dept Comp Sci, Bath BA2 7AY, Avon, England
关键词
shadow removal; single image; user-aided;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper presents a novel user-aided method for texture-preserving shadow removal from single images which only requires simple user input. Compared with the state-of-the-art, our algorithm addresses limitations in uneven shadow boundary processing and umbra recovery. We first detect an initial shadow boundary by growing a user specified shadow outline on an illumination-sensitive image. Interval-variable intensity sampling is introduced to avoid artefacts raised from uneven boundaries. We extract the initial scale field by applying local group intensity spline fittings around the shadow boundary. Bad intensity samples are replaced by their nearest alternatives based on a log-normal probability distribution of fitting errors. Finally, we use a gradual colour transfer to correct post-processing artefacts such as gamma correction and lossy compression. Compared with state-of-the-art methods, we offer highly user-friendly interaction, produce improved umbra recovery and improved processing given uneven shadow boundaries.
引用
收藏
页数:6
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