Face Recognition

129 papers with code · Computer Vision

Facial recognition is the task of making a positive identification of a face in a photo or video image against a pre-existing database of faces. It begins with detection - distinguishing human faces from other objects in the image - and then works on identification of those detected faces.

The state of the art tables for this task are contained mainly in the consistent parts of the task : the face verification and face identification tasks.

( Image credit: WIDER Face )

Leaderboards

You can find evaluation results in the subtasks. You can also submitting evaluation metrics for this task.

Latest papers with code

Multi-Modal Face Anti-Spoofing Based on Central Difference Networks

17 Apr 2020ZitongYu/CDCN

Face anti-spoofing (FAS) plays a vital role in securing face recognition systems from presentation attacks.

FACE ANTI-SPOOFING FACE RECOGNITION

148
17 Apr 2020

Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network

17 Apr 2020i13abe/Adaptive-discriminant-and-center

The neuron-wise discriminant criterion makes the input feature of each neuron in the output layer discriminative by introducing the discriminant criterion to each of the features.

FACE RECOGNITION IMAGE CLASSIFICATION

1
17 Apr 2020

A Method for Curation of Web-Scraped Face Image Datasets

7 Apr 2020vitoralbiero/afd_dataset_cleaned

The numbers of subjects and images acquired in web-scraped datasets are usually very large, with number of images on the millions scale.

FACE RECOGNITION

4
07 Apr 2020

Deep Face Forgery Detection

6 Apr 2020Megatvini/DeepFaceForgeryDetection

Rapid progress in deep learning is continuously making it easier and cheaper to generate video forgeries.

FACE RECOGNITION TRANSFER LEARNING

29
06 Apr 2020

Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition

2 Apr 2020pterhoer/FaceImageQuality

Face quality assessment aims at estimating the utility of a face image for the purpose of recognition.

FACE RECOGNITION

6
02 Apr 2020

CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition

1 Apr 2020HuangYG123/CurricularFace

As an emerging topic in face recognition, designing margin-based loss functions can increase the feature margin between different classes for enhanced discriminability.

FACE RECOGNITION

116
01 Apr 2020

Masked Face Recognition Dataset and Application

20 Mar 2020X-zhangyang/Real-World-Masked-Face-Dataset

These datasets are freely available to industry and academia, based on which various applications on masked faces can be developed.

FACE DETECTION FACE RECOGNITION

614
20 Mar 2020

Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing

18 Mar 2020clks-wzz/FAS-SGTD

Depth supervised learning has been proven as one of the most effective methods for face anti-spoofing.

FACE ANTI-SPOOFING FACE RECOGNITION

78
18 Mar 2020