Deep learning-based microexpression recognition: a survey

被引：0
|
作者：
Wenjuan Gong
Zhihong An
Noha M. Elfiky
机构：
[1] China University of Petroleum (East China),
[2] Saint Mary’s College of California,undefined
来源：
Neural Computing and Applications | 2022年 / 34卷
关键词：
Microexpression recognition; Deep learning; Survey;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
With the recent development of microexpression recognition, deep learning (DL) has been widely applied in this field. In this paper, we provide a comprehensive survey of the current DL-based microexpression (ME) recognition methods. In addition, we introduce a novel dataset based on fusing all the existing ME datasets. We also evaluate a baseline DL for the microexpression recognition task. Finally, we make the new dataset and the code publicly available to the community at https://github.com/wenjgong/microExpressionSurvey.
引用
收藏
页码：9537 / 9560
页数：23
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