SOTAVerified

Kinship Verification

Kinship verification aims to find out whether there is a kin relation for a given pair of facial images.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–42 of 42 papers

TitleStatusHype
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from FacesCode1
Recognizing Families In the Wild: White Paper for the 4th Edition Data ChallengeCode1
Confidence-Calibrated Face and Kinship VerificationCode1
ChildPredictor: A Child Face Prediction Framework with Disentangled LearningCode1
StyleGene: Crossover and Mutation of Region-Level Facial Genes for Kinship Face SynthesisCode1
A Unified Approach to Kinship Verification—0
Automatic Face Understanding: Recognizing Families in Photos—0
Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation—0
Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach—0
Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features—0
Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks—0
From Same Photo: Cheating on Visual Kinship Challenges—0
Fusion of Deep and Shallow Features for Face Kinship Verification—0
Graph-based Kinship Reasoning Network—0
Group Membership Prediction—0
Hierarchical Representation Learning for Kinship Verification—0
Investigating Bias in Deep Face Analysis: The KANFace Dataset and Empirical Study—0
Kinship Verification Based on Cross-Generation Feature Interaction Learning—0
Facial Kinship Verification from remote photoplethysmography—0
Kinship Verification from Videos using Spatio-Temporal Texture Features and Deep Learning—0
Meta-Mining Discriminative Samples for Kinship Verification—0
Modeling of Facial Aging and Kinship: A Survey—0
Multi-view Deep Features for Robust Facial Kinship Verification—0
Neighborhood Repulsed Metric Learning for Kinship Verification—0
Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical—0
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders—0
A new method color MS-BSIF Features learning for the robust kinship verification—0
A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses—0
Audio-based Kinship Verification Using Age Domain Conversion—0
Audio-Visual Kinship Verification—0
Visual Transformation Aided Contrastive Learning for Video-Based Kinship Verification—0
What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer—0
A Multi-Task Comparator Framework for Kinship Verification—0
Recognizing Families through Images with Pretrained Encoder—0
SelfKin: Self Adjusted Deep Model For Kinship Verification—0
Supervised Contrastive Learning and Feature Fusion for Improved Kinship Verification—0
Supervised Mixed Norm Autoencoder for Kinship Verification in Unconstrained Videos—0
Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis—0
Tri-Subject Kinship Verification: Understanding the Core of A Family—0
Kinship Identification through Joint Learning Using Kinship Verification EnsemblesCode0
KFC: Kinship Verification with Fair Contrastive Loss and Multi-Task LearningCode0
Deep Fusion Siamese Network for Automatic Kinship VerificationCode0
Show:102550
All datasetsKinFaceW-IKinFaceW-II

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1H-RGNMean Accuracy82.6—Unverified
2DSMMMean Accuracy82.4—Unverified
3GKRMean Accuracy79.2—Unverified
4GAMean Accuracy74.5—Unverified
5MNRMLMean Accuracy69.3—Unverified
#ModelMetricClaimedVerifiedStatus
1DSMMMean Accuracy93—Unverified
2H-RGNMean Accuracy91.8—Unverified
3KKRMean Accuracy90.6—Unverified
4GAMean Accuracy82.2—Unverified
5MNRMLMean Accuracy76.5—Unverified