Face Recognition

129 papers with code ยท 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 )

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

Latest papers without code

Adversarial Attacks and Defense on Textual Data: A Review

28 May 2020

Deep leaning models have been used widely for various purposes in recent years in object recognition, self-driving cars, face recognition, speech recognition, sentiment analysis and many others.

FACE RECOGNITION OBJECT RECOGNITION SELF-DRIVING CARS SENTIMENT ANALYSIS SPEECH RECOGNITION

Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition

25 May 2020

Heterogeneous face recognition (HFR) refers to matching face images acquired from different domains with wide applications in security scenarios.

FACE RECOGNITION HETEROGENEOUS FACE RECOGNITION REPRESENTATION LEARNING

Spoof Face Detection Via Semi-Supervised Adversarial Training

22 May 2020

To capture the underlying structure of live faces data in latent representation space, we propose to train the live face data only, with a convolutional Encoder-Decoder network acting as a Generator.

FACE DETECTION FACE RECOGNITION OPTICAL FLOW ESTIMATION

GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition

21 May 2020

In the field of face recognition, a model learns to distinguish millions of face images with fewer dimensional embedding features, and such vast information may not be properly encoded in the conventional model with a single branch.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION

Investigation of Large-Margin Softmax in Neural Language Modeling

20 May 2020

After that, we apply the best norm-scaling setup in combination with various margins and conduct neural language models rescoring experiments in automatic speech recognition.

FACE RECOGNITION LANGUAGE MODELLING SPEECH RECOGNITION

Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning

19 May 2020

In recent years, few-shot learning problems have received a lot of attention.

CROSS-DOMAIN FEW-SHOT LEARNING FACE RECOGNITION

Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study

15 May 2020

In this work, we investigate the demographic bias of deep learning models in face recognition, age estimation, gender recognition and kinship verification.

AGE ESTIMATION FACE RECOGNITION

Artificial Neural Network Pruning to Extract Knowledge

13 May 2020

Artificial Neural Networks (NN) are widely used for solving complex problems from medical diagnostics to face recognition.

FACE RECOGNITION NETWORK PRUNING

A Novel Distributed Approximate Nearest Neighbor Method for Real-time Face Recognition

12 May 2020

Nowadays face recognition and more generally, image recognition have many applications in the modern world and are widely used in our daily tasks.

FACE RECOGNITION

Generalized Multi-view Shared Subspace Learning using View Bootstrapping

12 May 2020

A key objective in multi-view learning is to model the information common to multiple parallel views of a class of objects/events to improve downstream learning tasks.

3D OBJECT CLASSIFICATION FACE RECOGNITION MULTI-VIEW LEARNING OBJECT CLASSIFICATION ROBUST FACE RECOGNITION