awesome-face-anti-spoofing
標籤： anti-spoofing paper code awesome
? face anti-spoofing releated algorithm, dataset and paper
? Paper / Algorithm
Survey
handcrafted
single-frame
LBP
On the effectiveness of Local Binary Patterns in face anti-spoofifing
DoG
A face antispoofifing database with diverse attacks
Colour Texture
Face Spoofing Detection Using Colour Texture Analysis
multi-frame
Eyeblink
Eyeblink-based anti-spoofifing in face recognition from a generic webcamera
DMD + LBP
Detection of Face Spoofing Using Visual Dynamics
rPPg
Generalized face anti-spoofing by detecting pulse from face videos
cnn-based
single-modal
CNN
Learn Convolutional Neural Network for Face Anti-Spoofing
CNN-LSTM
Learning Temporal Features Using LSTM-CNN Architecture for Face Anti-spoofing
Patch
Face anti-spoofifing using patch and depth-based CNNs
An original face anti-spoofifing approach using partial convolutional neural network
rPPg+Depth
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision
Micro-texture + SSD
Discriminative Representation Combinations for Accurate Face Spoofing Detection
De-Spoofing
Face De-Spoofing: Anti-Spoofing via Noise Modeling
multi-modal
CASIA-SURF
A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing
SENet
Recognizing Multi-modal Face Spoofing with Face Recognition Networks
FaceBag
FaceBagNet: Bag-of-local-features Model for Multi-modal Face Anti-spoofing
FeatherNets
FeatherNets: Convolutional Neural Networks as Ligh as Feather for Face Anti-spoofing
? Datasets
| Datasets | #subjects | #videos | Modal | Year | Page | Download Link |
|---|---|---|---|---|---|---|
| NUAA | 15 | RGB | 2010 | Page | Baidu Yun tqfh | |
| Replay-Attack | 50 | 1200 | RGB | 2012 | Page | |
| CASIA-FASD | 50 | 600 | RGB | 2012 | Page | Baidu Yun zx7k |
| CASIA-MFSD | 50 | 600 | RGB | 2012 | ||
| 3DMAD | 17 | 255 | RGB/Depth | 2013 | Page | |
| MSU-MFSD | 35 | 440 | RGB | 2015 | Page | |
| Oulu-NPU | 55 | 5940 | RGB | 2017 | Page | |
| Siw | 165 | 4620 | RGB | 2018 | Page | |
| CASIA-SURF | 1000 | 21000 | RGB/Depth/IR | 2018 | Page | Baidu Yun j41h |