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face-liveness_detection's Introduction

Face-Liveness_detection

下载数据集

下载地址:https://pan.baidu.com/s/1A3vQHUbuCjpv5zigfKKwhA
200张人脸深度图.raw文件在face文件夹,200纸张攻击深度图.raw文件在non-face文件夹,人脸位置标注信息在同标题txt文件第一行

运行

Func_liveness_detection.c为函数形式,调用处理单一文件

补充

本算法检测类型范围:张照片攻击,视频攻击
核心算法:RANSAC随机一致性采样
Matlab版本:https://github.com/zj19941113/Deep-Img-Liveness-Detection

深度图

image

近红外人脸定位与活体检测

通过深度相机的红外图进行人脸位置定位,传给深度图进行活体检测

运行

Ubuntu下编译Dlib库参考这里 https://blog.csdn.net/ffcjjhv/article/details/84660869
修改CMakeLists.txt相应路径
cmake .
make
./dlib_test

运行结果

image

批处理测试

dlib_test_process.cpp 运行结果: image

训练svm分类器进行活体检测

https://github.com/zj19941113/FaceLivenessDetection_SVM

face-liveness_detection's People

Contributors

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