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 1–50 of 144 papers

TitleStatusHype
PetFace: A Large-Scale Dataset and Benchmark for Animal IdentificationCode2
Partial FC: Training 10 Million Identities on a Single MachineCode2
GhostFaceNets: Lightweight Face Recognition Model From Cheap OperationsCode2
ArcFace: Additive Angular Margin Loss for Deep Face RecognitionCode1
FaceNet: A Unified Embedding for Face Recognition and ClusteringCode1
GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face RecognitionCode1
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action RecognitionCode1
Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision SensorsCode1
Editable Neural NetworksCode1
Open-Set Face Identification on Few-Shot Gallery by Fine-TuningCode1
Deep Polynomial Neural NetworksCode1
DeepFace-EMD: Re-ranking Using Patch-wise Earth Mover's Distance Improves Out-Of-Distribution Face IdentificationCode1
Unified Negative Pair Generation toward Well-discriminative Feature Space for Face RecognitionCode1
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
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
MarginDistillation: distillation for margin-based softmaxCode1
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face RecognitionCode1
CosFace: Large Margin Cosine Loss for Deep Face RecognitionCode1
Basic Thresholding Classification—0
A Multi-Task Comparator Framework for Kinship Verification—0
Face Prediction Model for an Automatic Age-invariant Face Recognition System—0
Deep 3D Face Identification—0
A Deep Dive into Dataset Imbalance and Bias in Face Identification—0
Face Identification from Manipulated Facial Images using SIFT—0
Controlling Face's Frame generation in StyleGAN's latent space operations: Modifying faces to deceive our memory—0
DeepFake Detection Based on the Discrepancy Between the Face and its Context—0
Attentional Feature-Pair Relation Networks for Accurate Face Recognition—0
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels—0
Deep Learning Face Representation from Predicting 10,000 Classes—0
Active Self-Paced Learning for Cost-Effective and Progressive Face Identification—0
FAME: Face Association through Model Evolution—0
Conditional Convolutional Neural Network for Modality-Aware Face Recognition—0
CoNAN: Conditional Neural Aggregation Network For Unconstrained Face Feature Fusion—0
A Reliable, Self-Adaptive Face Identification Framework via Lyapunov Optimization—0
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition—0
Efficient Multiple Instance Metric Learning Using Weakly Supervised Data—0
Efficient Facial Representations for Age, Gender and Identity Recognition in Organizing Photo Albums using Multi-output CNN—0
A Fast and Accurate System for Face Detection, Identification, and Verification—0
Face Identification using Local Ternary Tree Pattern based Spatial Structural Components—0
Efficient Verification-Based Face Identification—0
Enhancing Face Recognition With Self-Supervised 3D Reconstruction—0
Exploring Disentangled Feature Representation Beyond Face Identification—0
Face Attributes as Cues for Deep Face Recognition Understanding—0
Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition—0
Face Identification and Clustering—0
Face identification by means of a neural net classifier—0
Face Identification by SIFT-based Complete Graph Topology—0
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study—0
APPLICATION OF DEEP CONVOLUTIONAL NEURAL NETWORK TO PREVENT ATM FRAUD BY FACIAL DISGUISE IDENTIFICATION—0
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