Face Recognition

90 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.

State-of-the-art leaderboards

Latest papers with code

VarGFaceNet: An Efficient Variable Group Convolutional Neural Network for Lightweight Face Recognition

11 Oct 2019zma-c-137/VarGFaceNet

To improve the discriminative and generalization ability of lightweight network for face recognition, we propose an efficient variable group convolutional network called VarGFaceNet.

FACE IDENTIFICATION FACE RECOGNITION

29
11 Oct 2019

Bias-Resilient Neural Network

8 Oct 2019QingyuZhao/BR-Net

Such challenges range from spurious associations of confounding variables in medical studies to the bias of race in gender or face recognition systems.

FACE RECOGNITION

1
08 Oct 2019

Face Manifold: Manifold Learning for Synthetic Face Generation

3 Oct 2019SCL-UT/face-manifold

The main challenge of such techniques is a vital need for large 3D face datasets.

3D FACE RECONSTRUCTION DENOISING FACE GENERATION FACE RECOGNITION

8
03 Oct 2019

Improving Collaborative Metric Learning with Efficient Negative Sampling

24 Sep 2019deezer/sigir2019-2stagesampling

Distance metric learning based on triplet loss has been applied with success in a wide range of applications such as face recognition, image retrieval, speaker change detection and recently recommendation with the CML model.

FACE RECOGNITION IMAGE RETRIEVAL METRIC LEARNING

6
24 Sep 2019

Autonomous Learning for Face Recognition in the Wild via Ambient Wireless Cues

14 Aug 2019Wayfear/Autotune

Inspired by the fact that most people carry smart wireless devices with them, e. g. smartphones, we propose to use this wireless identifier as a supervisory label.

FACE RECOGNITION

2
14 Aug 2019

VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing

12 Jul 2019zma-c-137/VarGFaceNet

In this paper, we propose a novel network design mechanism for efficient embedded computing.

FACE RECOGNITION

29
12 Jul 2019

Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection

9 Jul 2019anjith2006/bob.paper.deep_pix_bis_pad.icb2019

The proposed approach achieves an HTER of 0% in Replay Mobile dataset and an ACER of 0. 42% in Protocol-1 of OULU dataset outperforming state of the art methods.

FACE ANTI-SPOOFING FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION

3
09 Jul 2019

Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing

9 Jul 2019anjith2006/bob.paper.mcae.icb2019

Face PAD datasets are usually captured with RGB cameras, and have very limited number of both bona-fide samples and presentation attack instruments.

DOMAIN ADAPTATION FACE ANTI-SPOOFING FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION

1
09 Jul 2019

Does Generative Face Completion Help Face Recognition?

7 Jun 2019isi-vista/face-completion

Face occlusions, covering either the majority or discriminative parts of the face, can break facial perception and produce a drastic loss of information.

FACE RECOGNITION FACIAL INPAINTING

3
07 Jun 2019