Using GPU for face detection

被引:0
|
作者
Naruniec, Jacek [1 ]
机构
[1] Warsaw Univ Technol, Fac Elect & Informat Technol, PL-00665 Warsaw, Poland
来源
PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2009 | 2009年 / 7502卷
关键词
GPU; face detection; Discrete Gabor Jets; CUDA;
D O I
10.1117/12.837960
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Many modern image analysis systems such as digital face image based authentication, 3D reconstruction, entertainment systems and many others, require fast and accurate face detection system. More advanced techniques, achieving better results, usually require high amount of computations and therefore use to much of the system resources. Using parallel GPU architecture in the crucial parts of the algorithms can significantly reduce the time needed for the detection. This paper prooves, that it is possible to use advantages of the GPU over CPU in the face detection on the example of the Discrete Gabor Jets face and facial features detection algorithm.
引用
收藏
页数:6
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