Color images illumination compensation method for human face region detection

被引：1
|
作者：
Yu, Yang [1 ]
Li, Xiaobin [1 ]
Sun, Haiyan [2 ]
机构：
[1] Shanghai Inst Technol, Sch Elect & Elect Engn, Shanghai 201418, Peoples R China
[2] Shanghai Inst Technol, Sch Ecol Technol & Engn, Shanghai 201418, Peoples R China
来源：
ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING III | 2014年 / 678卷
关键词：
Lighting Compensation; color space; global transformation; nonlinear processing; human face and eye region detection;
D O I：
10.4028/www.scientific.net/AMM.678.162
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
Facial region detection has broad application prospects, but existing human face region detection methods have some rigorous requirements for the light conditions. Error detection about face area caused by the poor light conditions has a great bad effect on the follow-up processing, such as face recognition, fatigue degree evaluation based on visual. So face region detection in complex lighting conditions has always been the difficult problem. Therefore a self-adaptive illumination compensation method for color images has been proposed. Select the color face images database of the California Institute of Technology to test the method dealing with the face region detection by original image and the image after illumination compensation. In the simulation experiment, the method of Illumination compensation can effectively improve the detection accuracy. Lay the foundation for driver fatigue detection based on visual.
引用
收藏
页码：162 / +
页数：2
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