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Facial Micro-Expression Recognition using Spatiotemporal Local Binary Pattern with Integral Projection
Huang, XH (Huang, Xiaohua)1; Wang, SJ (Wang, Su-Jing)2; Zhao, GY (Zhao, Guoying)1; Pietikainen, M (Pietikainen, Matti)1; Huang, XH
2015
会议名称IEEE International Conference on Computer Vision (ICCV)
通讯作者邮箱xiaohua.huang@ee.oulu.fi
会议日期DEC 11-18, 2015
会议地点Santiago, CHILE
摘要

Recently, there are increasing interests in inferring mirco-expression from facial image sequences. For micro-expression recognition, feature extraction is an important critical issue. In this paper, we proposes a novel framework based on a new spatiotemporal facial representation to analyze micro-expressions with subtle facial movement. Firstly, an integral projection method based on difference images is utilized for obtaining horizontal and vertical projection, which can preserve the shape attributes of facial images and increase the discrimination for micro-expressions. Furthermore, we employ the local binary pattern operators to extract the appearance and motion features on horizontal and vertical projections. Intensive experiments are conducted on three available published micro-expression databases for evaluating the performance of the method. Experimental results demonstrate that the new spatiotemporal descriptor can achieve promising performance in micro-expression recognition.

语种英语
文献类型会议论文
条目标识符http://ir.psych.ac.cn/handle/311026/25662
专题认知与发展心理学研究室
通讯作者Huang, XH
作者单位1.Univ Oulu, Dept Comp Sci & Engn, Ctr Machine Vis Res, SF-90100 Oulu, Finland
2.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Huang, XH ,Wang, SJ ,Zhao, GY ,et al. Facial Micro-Expression Recognition using Spatiotemporal Local Binary Pattern with Integral Projection[C],2015.
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