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Applying local Gabor ternary pattern for video-based illumination variable face recognition
Huafeng Wang; Yong Han; Zhaoxiang Zhang
2011-07-27
会议名称Fourth International Conference on Machine Vision (ICMV 2011): Machine Vision, Image Processing, and Pattern Analysis
会议录名称ICMV 2011
会议日期27-29 July 2011
会议地点Singapore, Singapore
摘要The illumination variation problem is one of the well-known problems in face recognition in uncontrolled environment. Due to that both Gabor feature and LTP(local ternary pattern) are testified to be robust to illumination variations, we proposed a new approach which achieved illumination variable face recognition by combining Gabor filters with LTP operator. The experimental results compared with the published results on Yale-B and CMU PIE face database of changing illumination verify the validity of the proposed method.
关键词Facial Recognition Systems Video Databases
文献类型会议论文
条目标识符http://ir.ia.ac.cn/handle/173211/13294
专题类脑智能研究中心
通讯作者Zhaoxiang Zhang
推荐引用方式
GB/T 7714
Huafeng Wang,Yong Han,Zhaoxiang Zhang. Applying local Gabor ternary pattern for video-based illumination variable face recognition[C],2011.
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