# FacialExpressionDetection

**Repository Path**: greitzmann/FacialExpressionDetection

## Basic Information

- **Project Name**: FacialExpressionDetection
- **Description**: Facial expression recognition with ASM and Gabor
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-11-16
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 表情识别

[English Version](https://github.com/flyingzhao/FacialExpressionDetection/blob/master/English.md)

<strong>基于ASM和Gabor的人脸表情识别</strong><br>
平台: Windows 7<br>
集成开发环境: Visual Studio 2012<br>
库: 
<ul>
<li>OpenCV2.4.10</li>
<li>asmlib</li>
</ul>
工具：
<ul>
<li>CMake</li>
<li>VisualAssistX</li>
</ul>

流程图<br/>

![image](https://github.com/flyingzhao/livenessDetection/blob/master/demo/diagram.png)<br>

ASM特征点标记(提取60个特征点)<br>

![image](https://github.com/flyingzhao/livenessDetection/blob/master/demo/ASMModel.PNG)<br>

Gabor特征提取（5个尺度，8个方向）<br/>

![image](https://github.com/flyingzhao/livenessDetection/blob/master/demo/6.PNG)<br>

特征向量生成（2400维）<br/>

![image](https://github.com/flyingzhao/livenessDetection/blob/master/demo/feature.PNG)<br>

分类器训练（使用SVM）<br/>

![image](https://github.com/flyingzhao/livenessDetection/blob/master/demo/svm.PNG)<br>