Eye Localization Based on Multi-Channel Correlation Filter Bank

摘要：

　　Accurate eye localization plays a key role in many face analysis related applications.In this paper,we propose a novel eye localization framework with a group of trained filter arrays called multi-channel correlation filter bank (MCCFB).Each filter array in the bank suits to a different face condition,thus combining these filter array can locate eyes more precisely for variable poses,appearances and illuminations when comparing to single filter/filter array.To demonstrate the performance of our strategy,MCCFB is compared to other eye localization methods,experimental results show superiority of our method in detection ratio,localization accuracy and robustness.

关键词： Eye localization Correlation Filter Filter Bank Multi-channel Regression Biometric Security

作者: Rui Yang Shiming Ge Kaixuan Xie Shuixian Chen

作者单位: State Key Laboratory of Information Security,IIE,CAS,China;Beijing Key Laboratory of IOT Information State Key Laboratory of Information Security,IIE,CAS,China;Beijing Key Laboratory of IOT Information

会议类型: 国际会议

会议名称: Chinese Conference on Pattern Recognition, CCPR(2014年全国模式识别学术会议)

会议地点: 长沙

会议语种:英文

页码: 325-334

在线出版日期: 2014-11-01（万方平台首次上网日期，不代表论文的发表时间）