节点文献
几种应用于人脸识别的光照预处理方法对比
Comparison of Several Light Pre-processing Methods Used in Face Recognition
【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。
【Abstract】 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.
【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;
【Key words】 light pre-processing; histogram equalization; histogram of the provisions of law; homomorphic filtering; phase diagram;
【Key words】 light pre-processing; histogram equalization; histogram of the provisions of law; homomorphic filtering; phase diagram;
【基金】 国家自然科学基金资助项目(50775167)
- 【文献出处】 武汉理工大学学报(信息与管理工程版) ,Journal of Wuhan University of Technology(Information & Management Engineering) , 编辑部邮箱 ,2010年04期
- 【分类号】TP391.41
- 【被引频次】7
- 【下载频次】315