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人脸表情识别综述

王大伟 周军 梅红岩 张素娥

计算机工程与应用Issue(20):149-157,181,10.
计算机工程与应用Issue(20):149-157,181,10.DOI:10.3778/j.issn.1002-8331.1312-0123

人脸表情识别综述

Summary of facial expression recognition

王大伟 1周军 1梅红岩 1张素娥1

作者信息

  • 1. 辽宁工业大学 电子与信息工程学院,辽宁 锦州 121001
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摘要

Abstract

As a research direction of the affective computing, facial expression recognition which constitutes the basis of emotion understanding, is the premise to complete human-computer interaction intelligent. Facial expression is so exqui-site that it consumes a large amount of computation time and influences the timeliness and experience feeling from human-computer interaction intelligent. Consequently, facial feature extraction has become an important research topic in the area of facial expression recognition. The progress and stable framework for facial expression recognition in recent five years are generalized, a serial of algorithms applied in feature extraction and expression classification are summarized, Then, the main algorithms and their improvement are described in detail, and advantages and disadvantages among in different algorithms are analyzed and compared. In the same time, comparison with the other algorithms is also introduced. The challenges and shortcomings are pointed out by the research of practical problems in facial expression recognition application.

关键词

表情识别/特征提取/表情分类/算法改进/算法对比

Key words

expression recognition/feature extraction/feature classification/algorithm improvement/algorithm comparison

分类

信息技术与安全科学

引用本文复制引用

王大伟,周军,梅红岩,张素娥..人脸表情识别综述[J].计算机工程与应用,2014,(20):149-157,181,10.

基金项目

国家自然科学基金(No.61074014);辽宁省教育厅重点实验室项目(No.LS2010079)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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