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Robust Face Recognition

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 )

Papers

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Showing 1–50 of 95 papers

TitleStatusHype
ProxyFusion: Face Feature Aggregation Through Sparse ExpertsCode0
Towards Large-Scale Pose-Invariant Face Recognition Using Face Defrontalization—0
Pose-invariant face recognition via feature-space pose frontalization—0
Test-Time Augmentation for Pose-invariant Face Recognition—0
DArFace: Deformation Aware Robustness for Low Quality Face Recognition—0
Robust face recognition based on the wing loss and the _1 regularization—0
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic FacesCode0
Embedding Non-Distortive Cancelable Face Template GenerationCode1
SASMU: boost the performance of generalized recognition model using synthetic face dataset—0
Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition—0
Towards Robust Face Recognition with Comprehensive Search—0
Median Pixel Difference Convolutional Network for Robust Face Recognition—0
SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face RecognitionCode1
Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion From a Single-View ImageCode1
PAM: Pose Attention Module for Pose-Invariant Face Recognition—0
3D human tongue reconstruction from single "in-the-wild" images—0
LARNet: Lie Algebra Residual Network for Face RecognitionCode1
Face Recognition using 3D CNNs—0
OSTeC: One-Shot Texture CompletionCode1
High Order Local Directional Pattern Based Pyramidal Multi-structure for Robust Face Recognition—0
Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets—0
Masked Face Recognition with Latent Part DetectionCode0
Generalized Multi-view Shared Subspace Learning using View Bootstrapping—0
A Unified Weight Learning and Low-Rank Regression Model for Robust Complex Error Modeling—0
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding RobustnessCode1
Weakly supervised discriminative feature learning with state information for person identificationCode1
Collaborative representation-based robust face recognition by discriminative low-rank representation—0
Face Recognition via Locality Constrained Low Rank Representation and Dictionary LearningCode0
A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample—0
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis—0
Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese NetworkCode0
Accelerated Variance Reduced Stochastic Extragradient Method for Sparse Machine Learning Problems—0
Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning—0
Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese NetworkCode0
Attentional Feature-Pair Relation Networks for Accurate Face Recognition—0
Low-Rank Laplacian-Uniform Mixed Model for Robust Face Recognition—0
Illumination Normalization via Merging Locally Enhanced Textures for Robust Face Recognition—0
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis—0
Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition—0
Face Recognition Under Varying Blur, Illumination and Expression in an Unconstrained Environment—0
Stacked Dense U-Nets with Dual Transformers for Robust Face AlignmentCode1
Implementation of Robust Face Recognition System Using Live Video Feed Based on CNN—0
A Multi-Face Challenging Dataset for Robust Face Recognition—0
A Fast and Accurate System for Face Detection, Identification, and Verification—0
Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate—0
Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization—0
Face Synthesis for Eyeglass-Robust Face RecognitionCode0
Towards Pose Invariant Face Recognition in the Wild—0
Robust Face Recognition with Deeply Normalized Depth Images—0
Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results—0
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