【摘要】 为了提高人脸识别的准确率,研究了基于生成树核的人脸识别.定义了最大生成树的概念,7个生成树核和3个基于直方图核和生成树核的复杂核,并给出了人脸图像的图示,阐述了人脸图像转化成图的过程.实验结果表明,生成树核的性能优于通路核.更多还原

【Abstract】 This paper illustrates face recognition based on spanning-tree kernels to improve the accuracy of face recognition,defines the concept of max spanning tree,seven spanning-tree kernels and three complicated kernels based on spanning-tree kernel and histogram intersection kernel.Experimental result shows that spanning-tree kernels have significantly higher classification accuracy than walk-based kernels.更多还原