SOTAVerified

Face Identification

Face identification is the task of matching a given face image to one in an existing database of faces. It is the second part of face recognition (the first part being detection). It is a one-to-many mapping: you have to find an unknown person in a database to find who that person is.

Papers

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Showing 1–25 of 144 papers

TitleStatusHype
Partial FC: Training 10 Million Identities on a Single MachineCode2
PetFace: A Large-Scale Dataset and Benchmark for Animal IdentificationCode2
GhostFaceNets: Lightweight Face Recognition Model From Cheap OperationsCode2
Editable Neural NetworksCode1
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
FaceNet: A Unified Embedding for Face Recognition and ClusteringCode1
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action RecognitionCode1
MarginDistillation: distillation for margin-based softmaxCode1
ArcFace: Additive Angular Margin Loss for Deep Face RecognitionCode1
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face RecognitionCode1
DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face IdentificationCode1
CosFace: Large Margin Cosine Loss for Deep Face RecognitionCode1
Deep Polynomial Neural NetworksCode1
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face RecognitionCode1
Open-Set Face Identification on Few-Shot Gallery by Fine-TuningCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
Fast and Interpretable Face Identification for Out-Of-Distribution Data Using Vision TransformersCode1
Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision SensorsCode1
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionCode1
Git Loss for Deep Face RecognitionCode0
Group-level Emotion Recognition using Transfer Learning from Face IdentificationCode0
A Supervised Learning Methodology for Real-Time Disguised Face Recognition in the WildCode0
A Light CNN for Deep Face Representation with Noisy LabelsCode0
FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task LearningCode0
FacePoseNet: Making a Case for Landmark-Free Face AlignmentCode0
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