欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
基于信息融合理论和线性鉴别分析,提出了一种改进的并行特征融合人脸表情识别方法。该方法首先将不同表征下的人脸表情特征利用复向量组合起来,构成复特征向量,然后利用具有不同权重的最大散度差鉴别分析方法进行进一步的复特征提取。在不同样本库、不同类型特征融合下的实验结果表明,该方法在优化投影轴和避免＂小样本＂问题的同时得到了满意的识别结果。
英文摘要：
An improved maximum scatter difference discriminate criterion method based on information fusion theory is proposed in emotion recognition. Firstly, the complex feature vectors of different features are computed. Then, complex features are extracted by the maximum scatter difference discriminate criterion of different weight. Experiment results with different samples and features show the efficiency of the method and it can avoid the ＂Small Sample Size＂ and ＂inferior＂ problems. The correct recognition rate is further improved by the proposed feature fusion method.
同期刊论文项目
同项目期刊论文
位置：