Face Detection and Recognition
Papers
Deeply learned face representations are sparse, selective, and robust (DeepID2+)
- arxiv: http://arxiv.org/abs/1412.1265
- video: http://research.microsoft.com/apps/video/?id=260023
- video: http://pan.baidu.com/s/1boufl3x
Deep Learning Face Representation from Predicting 10,000 Classes
- paper: http://mmlab.ie.cuhk.edu.hk/pdf/YiSun_CVPR14.pdf
- github: https://github.com/stdcoutzyx/DeepID_FaceClassify
Multi-view Face Detection Using Deep Convolutional Neural Networks(Yahoo)
From Facial Parts Responses to Face Detection: A Deep Learning Approach
Deep Face Recognition(BMVC 2015)
- paper: http://www.robots.ox.ac.uk/~vgg/publications/2015/Parkhi15/parkhi15.pdf
- homapage: http://www.robots.ox.ac.uk/~vgg/software/vgg_face/
FaceNet: A Unified Embedding for Face Recognition and Clustering(CVPR 2015. Google)
Targeting Ultimate Accuracy: Face Recognition via Deep Embedding(CVPR 2015)
Compact Convolutional Neural Network Cascade for Face Detection
WIDER FACE: A Face Detection Benchmark
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale
Code
clmtrackr: Javascript library for precise tracking of facial features via Constrained Local Models
- github: https://github.com/auduno/clmtrackr
- blog: http://auduno.com/post/61888277175/fitting-faces
- demo: http://auduno.github.io/clmtrackr/examples/facesubstitution.html
- demo: http://auduno.github.io/clmtrackr/face_deformation_video.html
- demo: http://auduno.github.io/clmtrackr/examples/clm_emotiondetection.html
- demo: http://auduno.com/post/84214587523/twisting-faces
OpenFace: Face Recognition with Deep Neural Networks
OpenFace 0.2.0: Higher accuracy and halved execution time