Face Recognition

147 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 )

Benchmarks

Latest papers without code

Subclass Contrastive Loss for Injured Face Recognition

5 Aug 2020

Deaths and injuries are common in road accidents, violence, and natural disaster.

FACE RECOGNITION

HyperFaceNet: A Hyperspectral Face Recognition Method Based on Deep Fusion

2 Aug 2020

During the experiments, our method is proved to be of higher recognition rates than face recognition using either visible light or the infrared.

FACE RECOGNITION

Assessing Risks of Biases in Cognitive Decision Support Systems

28 Jul 2020

An example of such a system is a cognitive biometric-enabled security checkpoint.

DECISION MAKING FACE RECOGNITION

Black-Box Face Recovery from Identity Features

27 Jul 2020

In this work, we present a novel algorithm based on an it-erative sampling of random Gaussian blobs for black-box face recovery, given only an output feature vector of deep face recognition systems.

FACE RECOGNITION

The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study

27 Jul 2020

The recent COVID-19 pandemic have increased the value of hygienic and contactless identity verification.

FACE RECOGNITION

Contraction Mapping of Feature Norms for Classifier Learning on the Data with Different Quality

27 Jul 2020

The experiments on various classification applications, including handwritten digit recognition, lung nodule classification, face verification and face recognition, demonstrate that the proposed approach is promising to effectively deal with the problem of learning on the data with different quality and leads to the significant and stable improvements in the classification accuracy.

FACE RECOGNITION FACE VERIFICATION HANDWRITTEN DIGIT RECOGNITION IMAGE CLASSIFICATION LUNG NODULE CLASSIFICATION

Adversarial Privacy-preserving Filter

25 Jul 2020

While widely adopted in practical applications, face recognition has been critically discussed regarding the malicious use of face images and the potential privacy problems, e. g., deceiving payment system and causing personal sabotage.

ADVERSARIAL ATTACK FACE RECOGNITION

Performance analysis of weighted low rank model with sparse image histograms for face recognition under lowlevel illumination and occlusion

24 Jul 2020

In a broad range of computer vision applications, the purpose of Low-rank matrix approximation (LRMA) models is to recover the underlying low-rank matrix from its degraded observation.

FACE RECOGNITION SSIM

Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks

22 Jul 2020

The proposed system is evaluated on the publicly available WMCA multi-channel face PAD database, which contains a wide variety of 2D and 3D attacks.

FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION ONE-CLASS CLASSIFIER

Multi-Spectral Facial Biometrics in Access Control

22 Jul 2020

This study demonstrates how facial biometrics, acquired using multi-spectral sensors, such as RGB, depth, and infrared, assist the data accumulation in the process of authorizing users of automated and semi-automated access systems.

FACE RECOGNITION