Physics-based face database for color research

被引:53
作者
Marszalec, E
Martinkauppi, B
Soriano, M
Pietikäinen, M
机构
[1] VTT Informat Technol, Espoo, Finland
[2] Univ Oulu, Dept Elect Engn, Oulu, Finland
[3] Infotech Oulu Machine Vis & Media Proc Unit, Oulu, Finland
关键词
D O I
10.1117/1.482722
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Most face databases are meant for pattern recognition use. We report the creation of a unique face database which may be used for color-related studies of faces. We describe it as physics-based because ii not only contains color images but also data on color image formation such as spectral reflectance measurements from facial skin, illuminant spectral power distribution, and camera spectral response. We demonstrate the usefulness of the database by an approach we developed to color correct face images taken under different illumination conditions. (C) 2000 SPIE and IS&T. [S1017-9909(00)00801-1].
引用
收藏
页码:32 / 38
页数:7
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