实时旋转不变人脸检测
Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks
https://github.com/Jack-CV/PCN-FaceDetection
人脸对齐
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR2014
https://github.com/yulequan/face-alignment-in-3000fps
https://github.com/luoyetx/face-alignment-at-3000fps
https://github.com/freesouls/face-alignment-at-3000fps
人脸对齐
Face Alignment by Explicit Shape Regression CVPR2012
https://github.com/soundsilence/FaceAlignment
人脸对齐
Robust face landmark estimation under occlusion
ICCV2013
http://www.vision.caltech.edu/xpburgos/ICCV13/
人脸对齐
Dense Face Alignment ICCVW2017
MatConvNet code
model can run at real time during testing
Pose-Invariant Face Alignment with a Single CNN ICCV2017
4.3 FPS on a Titan X GPU
http://cvlab.cse.msu.edu/project-pifa.html
二值网络人脸对齐
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources
ICCV2017
https://www.adrianbulat.com/binary-cnn-landmarks
Torch7：https://github.com/1adrianb/binary-human-pose-estimation
PyTorch 2D/3D人脸对齐(特征点检测)库
GitHub: https://github.com/1adrianb/face-alignment
人脸对齐 性能饱和探讨
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
ICCV2017
https://www.adrianbulat.com/face-alignment
Pytorch Code: https://github.com/1adrianb/face-alignment
Torch7 Code: https://github.com/1adrianb/2D-and-3D-face-alignment
人脸检测
Face Detection with End-to-End Integration of a ConvNet and a 3D Model
ECCV2016
mxnet code：https://github.com/tfwu/FaceDetection-ConvNet-3D
人脸检测 速度较快 效果较好 800*1000 一个 GPU 0.1s
SSH: Single Stage Headless Face Detector ICCV2017
https://github.com/mahyarnajibi/SSH
人脸检测
Face Detection with the Faster R-CNN
https://github.com/playerkk/face-py-faster-rcnn
人脸检测
Faceness-Net: Face Detection through Deep Facial Part Responses PAMI2017
From Facial Parts Responses to Face Detection: A Deep Learning Approach ICCV2016
http://shuoyang1213.me/projects/Faceness/Faceness.html
https://pan.baidu.com/s/1qWFwqFM Password: 4q8y
人脸检测
Face Detection through Scale-Friendly Deep Convolutional Networks
http://shuoyang1213.me/projects/ScaleFace/ScaleFace.html
级联人脸检测
Compact Convolutional Neural Network Cascade for Face Detection
CEUR Workshop Proceedings, 1576, 375-387 2016
https://github.com/Bkmz21/CompactCNNCascade
快速人脸检测对齐 效果好
Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks
《IEEE Signal Processing Letters》 , 2016 , 23 (10) :1499-1503
https://kpzhang93.github.io/MTCNN_face_detection_alignment/index.html
https://github.com/kpzhang93/MTCNN_face_detection_alignment
https://github.com/blankWorld/MTCNN-Accelerate-Onet
https://github.com/Seanlinx/mtcnn
级联人脸检测
A Convolutional Neural Network Cascade for Face Detection CVPR2015
https://github.com/anson0910/CNN_face_detection
https://github.com/mks0601/A-Convolutional-Neural-Network-Cascade-for-Face-Detection
https://github.com/IggyShone/fast_face_detector
人脸检测
Recurrent Scale Approximation for Object Detection in CNN ICCV2017
https://github.com/sciencefans/RSA-for-object-detection
人脸识别
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR2017
https://github.com/wy1iu/sphereface
人脸识别
C++ 代码： https://github.com/seetaface/SeetaFaceEngine
人脸识别
A Discriminative Feature Learning Approach for Deep Face Recognition
code: https://github.com/ydwen/caffe-face
人脸数据库
http://www.face-rec.org/databases/
https://github.com/betars/Face-Resources
http://blog.csdn.net/chenriwei2/article/details/50631212
http://blog.csdn.net/u012374174/article/details/71420766?locationNum=12&fps=1