Face Verification

44 papers with code ยท Computer Vision

Face verification is the task of comparing a candidate face to another, and verifying whether it is a match. It is a one-to-one mapping: you have to check if this person is the correct one.

( Image credit: Pose-Robust Face Recognition via Deep Residual Equivariant Mapping )

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Latest papers without code

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

Multi-Metric Evaluation of Thermal-to-Visual Face Recognition

22 Jul 2020

In this paper, we aim to address the problem of heterogeneous or cross-spectral face recognition using machine learning to synthesize visual spectrum face from infrared images.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION IMAGE GENERATION

SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms

16 Jul 2020

Accordingly, we address the challenge of developing a lightweight face recognition network of just a few megabytes that can operate with sufficient accuracy in comparison to much larger models.

FACE RECOGNITION FACE VERIFICATION

Achieving Better Kinship Recognition Through Better Baseline

21 Jun 2020

Recognizing blood relations using face images can be seen as an application of face recognition systems with additional restrictions.

FACE RECOGNITION FACE VERIFICATION

Set Distribution Networks: a Generative Model for Sets of Images

18 Jun 2020

We introduce Set Distribution Networks (SDNs), a novel framework that learns to autoencode and freely generate sets.

3D RECONSTRUCTION FACE VERIFICATION

Robust Face Verification via Disentangled Representations

5 Jun 2020

Our architecture uses a contrastive loss termand a disentangled generative model to sample negative pairs.

ADVERSARIAL TRAINING FACE VERIFICATION

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

CVPR 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

FM2u-Net: Face Morphological Multi-Branch Network for Makeup-Invariant Face Verification

CVPR 2020

It is challenging in learning a makeup-invariant face verification model, due to (1) insufficient makeup/non-makeup face training pairs, (2) the lack of diverse makeup faces, and (3) the significant appearance changes caused by cosmetics.

FACE RECOGNITION FACE VERIFICATION

Face Authentication from Grayscale Coded Light Field

31 May 2020

Face verification is a fast-growing authentication tool for everyday systems, such as smartphones.

FACE RECOGNITION FACE VERIFICATION