1.运用场景
人脸检测/特征点定位。
2.创新点
propose a deep cascaded multi-task framework which exploits the inherent correction between them to boost up their performance;
three stages of carefully designed deep convolutional networks that predict face and landmark location in a coarse-to-fine manner.
3.算法原理
3.1 整体框架
3.2 MTCNN
MTCNN论文
4.算法理解
该算法主要用于人脸检测、特征点定位,属于多任务级联网络模型,网络前向较快,且效果较好,被广泛运用到人脸相关检测。