计算机与现代化 ›› 2011, Vol. 1 ›› Issue (1): 121-3.doi: 10.3969/j.issn.1006-2475.2011.01.035
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邱 伟
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QIU Wei
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摘要:
人脸表情识别是模式识别和计算机视觉领域的重要课题之一。本文使用C++编程实现基于动态级联算法的人脸检测器,使用人脸检测器提取出表情识别需要的人脸数据集,通过FKT(FukunagaKoontz Transform)算法来解决表情识别问题。实验结果表明算法的有效性。
关键词: 人脸表情识别, 人脸检测, 动态级联, FKT算法
Abstract:
Facial expression recognition has been one of the important research themes in the fields of pattern recognition and computer vision. In this paper, a face detection system based on the dynamic cascade learning algorithm is implemented by C++ programs. With the help of the obtained face detector, face samples are extracted to form the data sets for expression recognition. Finally, FKT (FukunagaKoontz Transform) algorithm is applied to solve the problem of expression recognition. The experimental results demonstrate the effectiveness of the proposed method.
Key words: facial expression recognition, face detection, dynamic cascade, FKT algorithm
邱伟. 一种基于FKT算法的人脸表情识别方法[J]. 计算机与现代化, 2011, 1(1): 121-3.
QIU Wei. A Method of Facial Expression Recognition Based on FKT Algorithm[J]. Computer and Modernization, 2011, 1(1): 121-3.
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链接本文: http://www.c-a-m.org.cn/CN/10.3969/j.issn.1006-2475.2011.01.035
http://www.c-a-m.org.cn/CN/Y2011/V1/I1/121