摘要
重点研究了基于图像处理技术的光照预处理方法,先对cas-peal人脸库定位,取出人脸信息,接着分别使用直方图均衡法、直方图规定法、同态滤波法和相位图法对cas-peal人脸库进行光照预处理,再用PCA进行试验,得出各种方法的识别率,最后对这几种方法进行评价。
Image processing technology based on light pre-processing methods was discussed while the method of histogram equalization,the provisions of the histogram,homomorphic filtering and phase diagram of the cas-peal illumination face database for pre-processing were applied.PCA was then employed to obtain the recognition rate of various methods.The evaluation on the methods was conducted at last.
出处
《武汉理工大学学报(信息与管理工程版)》
CAS
2010年第4期542-546,共5页
Journal of Wuhan University of Technology:Information & Management Engineering
基金
国家自然科学基金资助项目(50775167)
关键词
光照预处理
直方图均衡法
直方图规定法
同态滤波法
相位图法
light pre-processing
histogram equalization
histogram of the provisions of law
homomorphic filtering
phase diagram