Feature Extraction Based on Two-directional Diagnal Scatter Difference Analysis

摘要：

In this paper we propose a novel method for image feature extraction. The novel method is developed based on two techniques, I.e., maximum scatter difference (MSD) and diagonal face images based projection. In addition, an automatic strategy for selecting the 2D components or discriminative features is adopted. Extensive experiments are performed to test and evaluate the new algorithm using the AR face databases. Experimental results show the effectiveness of the proposed method.

关键词： feature extraction diagonal face images maximum scatter difference analysis (MSD) 2-dimensional MSD (2DMSD): diagonal MSD (DlaMSD)

作者: Jianshe Bu Jianguo Wang Ting Zhang

作者单位: Information Center Tangshan Association for Science and Technology Tangshan, China Department of Computer Science & Technology Tangshan College Tangshan, China

会议类型: 国际会议

会议名称: The 2010 International Conference on Computer Application and System Modeling(2010计算机应用与系统建模国际会议 ICCASM 2010)

会议地点: 太原

会议语种:英文

页码: 226-229

在线出版日期: 2010-10-22（万方平台首次上网日期，不代表论文的发表时间）