计算机工程2011，Vol.37Issue(19)：145-147,156,4.DOI:10.3969/j.issn.1000-3428.2011.19.047
多特征局部与全局融合的人脸识别方法
Face Recognition Method of Multiple Features Local and Global Fusion
摘要
Abstract
This paper proposes a score level fusion method using both global and local features for face recognition. The global features are constructed by applying several local descriptors to the whole face image. The local features are obtained directly from the subsets of the constructed global features with corresponding space locations. Two fusion strategies are proposed based on different practical preferences on the performance or computational time of the face recognition system. Experimental results on the large scale face database(FRVT v2.0) show that the proposed methods significantly improve system performance with small computational time increments.关键词
人脸识别/全局特征/局部特征/融合/分数层Key words
face recognition/ global feature/ local feature/ fusion/ score level分类
信息技术与安全科学引用本文复制引用
舒畅,丁晓青,方驰..多特征局部与全局融合的人脸识别方法[J].计算机工程,2011,37(19):145-147,156,4.基金项目
国家自然科学基金资助项目“基于高分辨率图像的人脸识别理论和方法”(60972094) （60972094）
