计算机与现代化Issue(2):11-13,32,4.DOI:10.3969/j.issn.1006-2475.2011.02.004
独立成分分析应用于人脸识别中的几个问题
Some Keys to Application of ICA in Human Face Recognition
摘要
Abstract
Independent component analysis(ICA) now is widely applied in pattern recognition domain, such as face recognition.Firstly, the image data can be preprocessed and dimension is reduced, and then the independent image basis can be got by ICA.Finally, face recognition is processed in the subspace. In the experiment, the influence of training samples, man labels and independent basis numbers to recognition ratio are compared and analyzed.关键词
人脸识别/独立成分分析/特征脸分类
信息技术与安全科学引用本文复制引用
李薇,杨庆华..独立成分分析应用于人脸识别中的几个问题[J].计算机与现代化,2011,(2):11-13,32,4.基金项目
西华师范大学科研启动基金资助项目(07B013) (07B013)