Robust Face Identification with Cortex Mechanism

摘要：

This paper introduces a new general framework for face identification.which is based on cortex mechanism：it describes a hierarchical system that closely follows the organization of Visual cortex and builds an increasingly complex and invariant feature representation by alternating between a template matching and a maximum pooling operation,correspOnding to two layers of classifiers,a layer with a set of component classifiers and a layer with a single combination classifier.The experiment results demonstrate the strength of the approach on face identification.In addition to its relevance for computer vision,the Success of this approach suggests a plausibility proof for a class of feedforward models of object identification in cortex.

关键词： Gabor wavelet filter SVM Face recognition visual cortex Standard Model Features (SMFs)

作者: Dekun Hu Jianping Li Siyu Zhan Desong Wang Jianhua Adu

会议类型: 国际会议

会议名称: The International Conference Information Computing and Automation(2007国际信息计算与自动化会议)

会议地点: 成都

会议语种:英文

页码: 1077-1080

在线出版日期: 2007-12-19（万方平台首次上网日期，不代表论文的发表时间）