Robust Face Recognition

4 papers with code · Computer Vision

Robust face recognition is the task of performing recognition in an unconstrained environment, where there is variation of view-point, scale, pose, illumination and expression of the face images.

( Image credit: MeGlass dataset )

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Greatest papers with code

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

CVPR 2018 penincillin/DREAM

However, many contemporary face recognition models still perform relatively poor in processing profile faces compared to frontal faces.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION ROBUST FACE RECOGNITION

Face Synthesis for Eyeglass-Robust Face Recognition

4 Jun 2018cleardusk/MeGlass

A feasible method is to collect large-scale face images with eyeglasses for training deep learning methods.

FACE GENERATION FACE RECOGNITION ROBUST FACE RECOGNITION

A Fast and Accurate Unconstrained Face Detector

6 Aug 2014N2ITN/Face2Vec

First, a new image feature called Normalized Pixel Difference (NPD) is proposed.

FACE DETECTION ROBUST FACE RECOGNITION

Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning

6 Dec 2019yinhefeng/LCLRRDL

First, a low-rank representation is introduced to handle the possible contamination of the training as well as test data.

DICTIONARY LEARNING FACE RECOGNITION ROBUST FACE RECOGNITION