SOTAVerified

Person Identification

Papers

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Showing 1–50 of 107 papers

TitleStatusHype
KNN-MMD: Cross Domain Wireless Sensing via Local Distribution AlignmentCode1
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese NetworkCode1
Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless SensingCode1
GaitFormer: Learning Gait Representations with Noisy Multi-Task LearningCode1
DeepChange: A Large Long-Term Person Re-Identification Benchmark with Clothes ChangeCode1
3D Human Body Reshaping with Anthropometric ModelingCode1
Weakly-Supervised Multi-Face 3D ReconstructionCode1
Subject-Aware Contrastive Learning for BiosignalsCode1
Weakly supervised discriminative feature learning with state information for person identificationCode1
OPFython: A Python-Inspired Optimum-Path Forest ClassifierCode1
Transformer-Based Person Identification via Wi-Fi CSI Amplitude and Phase Perturbations—0
HRIBench: Benchmarking Vision-Language Models for Real-Time Human Perception in Human-Robot InteractionCode0
CVVNet: A Cross-Vertical-View Network for Gait Recognition—0
DAGait: Generalized Skeleton-Guided Data Alignment for Gait Recognition—0
Multi-Domain Biometric Recognition using Body Embeddings—0
Continual Person Identification using Footstep-Induced Floor Vibrations on Heterogeneous Floor Structures—0
Dissecting Human Body Representations in Deep Networks Trained for Person Identification—0
Unconstrained Body Recognition at Altitude and Range: Comparing Four Approaches—0
Mining Limited Data Sufficiently: A BERT-inspired Approach for CSI Time Series Application in Wireless Communication and Sensing—0
A Bidirectional Siamese Recurrent Neural Network for Accurate Gait Recognition Using Body Landmarks—0
Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors—0
A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition—0
Tran-GCN: A Transformer-Enhanced Graph Convolutional Network for Person Re-Identification in Monitoring Videos—0
Comparative Analysis of Modality Fusion Approaches for Audio-Visual Person Identification and Verification—0
OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better PracticalityCode0
Activity-Biometrics: Person Identification from Daily ActivitiesCode0
From Synthetic to Real: Unveiling the Power of Synthetic Data for Video Person Re-ID—0
Image-based human re-identification: Which covariates are actually (the most) important?Code0
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution—0
Class Distribution Shifts in Zero-Shot Learning: Learning Robust RepresentationsCode0
ShARc: Shape and Appearance Recognition for Person Identification In-the-wild—0
Learning to Simplify Spatial-Temporal Graphs in Gait Analysis—0
Human Gait Recognition using Deep Learning: A Comprehensive Review—0
GaitPT: Skeletons Are All You Need For Gait Recognition—0
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables—0
Towards Fair Face Verification: An In-depth Analysis of Demographic Biases—0
Gait Data Augmentation using Physics-Based Biomechanical Simulation—0
NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID DataCode0
Recognizing People by Body Shape Using Deep Networks of Images and Words—0
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models—0
Multi-Channel Time-Series Person and Soft-Biometric Identification—0
Exploring Deep Models for Practical Gait RecognitionCode0
Attribute De-biased Vision Transformer (AD-ViT) for Long-Term Person Re-identificationCode0
Online Boosting-Based Target Identification among Similar Appearance for Person-Following Robots—0
Two-headed eye-segmentation approach for biometric identification—0
Robust Person Identification: A WiFi Vision-based Approach—0
Artificial Image Tampering Distorts Spatial Distribution of Texture Landmarks and Quality Characteristics—0
Gait Cycle Reconstruction and Human Identification from Occluded Sequences—0
Fused Deep Neural Network based Transfer Learning in Occluded Face Classification and Person re-Identification—0
DISARM: Detecting the Victims Targeted by Harmful MemesCode0
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All datasetsEEG Motor Movement/Imagery DatasetWiGestureBioEye

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SSLAccuracy0.89—Unverified
2Subject-invariant SSL Embedding & Linear ClassifierAccuracy0.73—Unverified
3Subject-specific SSLAccuracy0.68—Unverified
#ModelMetricClaimedVerifiedStatus
1CrossFiAccuracy (% )99.97—Unverified
2CSI-BERT2Accuracy (% )99.73—Unverified
3CSI-BERTAccuracy (% )93.94—Unverified
#ModelMetricClaimedVerifiedStatus
1RBFNR198.69—Unverified