文件名称:FacialExpressionClassification
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- [Matlab] [源码]
- 上传时间：
- 2017-05-08
- 文件大小：
- 5.33mb
- 下载次数：
- 0次
- 提 供 者：
- 冯*
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
1. 使用matlab自带的人脸识别工具（Viola-Jones算法）找出人脸的位置，并裁剪出人脸区域。
2. 使用Gabor滤波器识别出人脸的局部特征及纹理。
3. 训练一个SVM进行表情分类。
4. 交叉验证得到表情分类正确率为83.3 。
操作说明和系统描述请见ReadMe.-1. Using matlab with face detection tool (Viola-Jones algorithm) to find the location of a human face, and cut out the face region.
2. Use Gabor filter to identify the face local feature and texture.
3. Adopt SVM to train a facial expression classifier.
4. Use cross-validation to exam the classification accuracy: 83.3 .
2. 使用Gabor滤波器识别出人脸的局部特征及纹理。
3. 训练一个SVM进行表情分类。
4. 交叉验证得到表情分类正确率为83.3 。
操作说明和系统描述请见ReadMe.-1. Using matlab with face detection tool (Viola-Jones algorithm) to find the location of a human face, and cut out the face region.
2. Use Gabor filter to identify the face local feature and texture.
3. Adopt SVM to train a facial expression classifier.
4. Use cross-validation to exam the classification accuracy: 83.3 .
(系统自动生成,下载前可以参看下载内容)
下载文件列表
buildDetector.m
croptest
........\subject11.centerlight.bmp
........\subject11.centerlight.bmp.bmp
........\subject11.happy.bmp
........\subject11.happy.bmp.bmp
........\subject11.sad.bmp
........\subject11.sad.bmp.bmp
........\subject11.sleepy.bmp
........\subject11.sleepy.bmp.bmp
........\subject11.surprised.bmp
........\subject11.surprised.bmp.bmp
........\subject12.centerlight.bmp
........\subject12.centerlight.bmp.bmp
........\subject12.happy.bmp
........\subject12.happy.bmp.bmp
........\subject12.sad.bmp
........\subject12.sad.bmp.bmp
........\subject12.sleepy.bmp
........\subject12.sleepy.bmp.bmp
........\subject12.surprised.bmp
........\subject12.surprised.bmp.bmp
........\subject13.centerlight.bmp
........\subject13.centerlight.bmp.bmp
........\subject13.happy.bmp
........\subject13.happy.bmp.bmp
........\subject13.sad.bmp
........\subject13.sad.bmp.bmp
........\subject13.sleepy.bmp
........\subject13.sleepy.bmp.bmp
........\subject13.surprised.bmp
........\subject13.surprised.bmp.bmp
........\subject14.centerlight.bmp
........\subject14.centerlight.bmp.bmp
........\subject14.happy.bmp
........\subject14.happy.bmp.bmp
........\subject14.sad.bmp
........\subject14.sad.bmp.bmp
........\subject14.sleepy.bmp
........\subject14.sleepy.bmp.bmp
........\subject14.surprised.bmp
........\subject14.surprised.bmp.bmp
........\subject15.centerlight.bmp
........\subject15.centerlight.bmp.bmp
........\subject15.happy.bmp
........\subject15.happy.bmp.bmp
........\subject15.sad.bmp
........\subject15.sad.bmp.bmp
........\subject15.sleepy.bmp
........\subject15.sleepy.bmp.bmp
........\subject15.surprised.bmp
........\subject15.surprised.bmp.bmp
croptrain
.........\subject1.centerlight.bmp
.........\subject1.centerlight.bmp.bmp
.........\subject1.happy.bmp
.........\subject1.happy.bmp.bmp
.........\subject1.sad.bmp
.........\subject1.sad.bmp.bmp
.........\subject1.sleepy.bmp
.........\subject1.sleepy.bmp.bmp
.........\subject1.surprised.bmp
.........\subject1.surprised.bmp.bmp
.........\subject10.centerlight.bmp
.........\subject10.centerlight.bmp.bmp
.........\subject10.happy.bmp
.........\subject10.happy.bmp.bmp
.........\subject10.sad.bmp
.........\subject10.sad.bmp.bmp
.........\subject10.sleepy.bmp
.........\subject10.sleepy.bmp.bmp
.........\subject10.surprised.bmp
.........\subject10.surprised.bmp.bmp
.........\subject11.centerlight.bmp
.........\subject11.centerlight.bmp.bmp
.........\subject11.happy.bmp
.........\subject11.happy.bmp.bmp
.........\subject11.sad.bmp
.........\subject11.sad.bmp.bmp
.........\subject11.sleepy.bmp
.........\subject11.sleepy.bmp.bmp
.........\subject11.surprised.bmp
.........\subject11.surprised.bmp.bmp
.........\subject12.centerlight.bmp
.........\subject12.centerlight.bmp.bmp
.........\subject12.happy.bmp
.........\subject12.happy.bmp.bmp
.........\subject12.sad.bmp
.........\subject12.sad.bmp.bmp
.........\subject12.sleepy.bmp
.........\subject12.sleepy.bmp.bmp
.........\subject12.surprised.bmp
.........\subject12.surprised.bmp.bmp
.........\subject13.centerlight.bmp
.........\subject13.centerlight.bmp.bmp
.........\subject13.happy.bmp
.........\subject13.happy.bmp.bmp
.........\subject13.sad.bmp
.........\subject13.sad.bmp.bmp
.........\subject13.sleepy.bmp