人脸算法资源汇总

人脸检测

MTCNN

作者原版caffe+matlabhttps://github.com/kpzhang93/MTCNN_face_detection_alignment
caffe+c++https://github.com/foreverYoungGitHub/MTCNN
mtcnn-lighthttps://github.com/dlunion/mtcnn
MTCNN-caffehttps://github.com/blankWorld/MTCNN-Accelerate-Onet

How far are we from solving the 2D & 3D Face Alignment problem?

https://github.com/1adrianb/2D-and-3D-face-alignment

dlib

dlib-androidhttps://github.com/tzutalin/dlib-android
dlib-android-experimenthttps://github.com/boyw165/my-dlib-experiment/

RSA

https://github.com/sciencefans/RSA-for-object-detection

人脸关键点

https://github.com/1adrianb/2D-and-3D-face-alignment

人脸识别

FaceNet

https://github.com/davidsandberg/facenet
https://github.com/hizhangp/triplet

Face Recognition Use A-Softmax_loss on light cleaned Ms_celeb-1M dataset

https://github.com/KaleidoZhouYN/Details-on-Face-Recognition

SphereFace

https://github.com/wy1iu/sphereface

COCO Loss

https://github.com/sciencefans/coco_loss

NormFace

https://github.com/happynear/NormFace

A Light CNN for Deep Face Representation with Noisy Labels

https://github.com/AlfredXiangWu/face_verification_experiment

人脸活体检测

https://github.com/number9473/nn-algorithm/issues/36

人脸朝向

https://www.learnopencv.com/head-pose-estimation-using-opencv-and-dlib/
https://www.learnopencv.com/rotation-matrix-to-euler-angles/
https://github.com/chili-epfl/attention-tracker

人脸清晰度检测

Blur Detection for Digital Images Using Wavelet Transform
https://github.com/huneng/blur-detect-use-haar-wavelet

微表情识别

Micro-expression-Detection-System
思想:检测人眼、人鼻、人嘴位置,然后对检测的区域做光流法判断表情变化,如果有变化,判断有微表情。
https://github.com/kamilste/Micro-expression-Detection-System

人脸属性

https://github.com/tornadomeet/mxnet-face

人脸颜值

SCUT-FBP5500-Database
https://github.com/HCIILAB/SCUT-FBP5500-Database-Release

网纹去除

数字图像处理–掩膜重建
http://blog.csdn.net/i_chaoren/article/details/54411569
人脸图像保护和网纹人脸识别–李志航
https://mp.weixin.qq.com/s?src=11&timestamp=1513759696&ver=585&signature=0Tbw-Jx9ffdWd86x1QChx7Pdbs3IUOBwn6xg63bjdPFsbK79M9JnX4aPOUGvVo3FISXSpgp7cSU3o4pdLEwREbrcbU0NGe1WqqPFqXWggBPPceyT4fiPQJUfey6geFxH&new=1