Recognizing facial expressions by spatio-temporal analysis

Yaser Yaccob, Larry S. Davis
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引用次数: 36

Abstract

An approach for analysis and representation of facial dynamics for recognition of facial expressions from image sequences is proposed. The algorithms the authors develop utilize optical flow computation to identify the direction of rigid and non-rigid motions that are caused by human facial expressions. A mid-level symbolic representation that is motivated by linguistic and psychological considerations is developed. Recognizing six facial expressions, as well as eye blinking, are demonstrated on a collection of image sequences.
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基于时空分析的面部表情识别
提出了一种基于图像序列的人脸动态分析与表征方法。作者开发的算法利用光流计算来识别由人类面部表情引起的刚性和非刚性运动的方向。一种由语言和心理因素驱动的中级符号表征被开发出来。在一组图像序列上演示了识别六种面部表情和眨眼的方法。
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