SOTAVerified

Person Identification

Papers

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Showing 1–50 of 107 papers

TitleStatusHype
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
Dissecting Human Body Representations in Deep Networks Trained for Person Identification—0
Continual Person Identification using Footstep-Induced Floor Vibrations on Heterogeneous Floor Structures—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
KNN-MMD: Cross Domain Wireless Sensing via Local Distribution AlignmentCode1
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
CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese NetworkCode1
OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better Practicality—0
Activity-Biometrics: Person Identification from Daily ActivitiesCode0
Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless SensingCode1
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?—0
ESTformer: Transformer Utilizing Spatiotemporal Dependencies for Electroencaphalogram Super-resolution—0
Class Distribution Shifts in Zero-Shot Learning: Learning Robust RepresentationsCode0
GaitFormer: Learning Gait Representations with Noisy Multi-Task LearningCode1
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 Recognition—0
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
Robust Person Identification: A WiFi Vision-based Approach—0
Two-headed eye-segmentation approach for biometric identification—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
SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition—0
Understanding Person Identification through Gait—0
DISARM: Detecting the Victims Targeted by Harmful Memes—0
Robust Person Following Under Severe Indoor Illumination Changes for Mobile Robots: Online Color-Based Identification Update—0
Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks—0
RAPID: Retrofitting IEEE 802.11ay Access Points for Indoor Human Detection and Sensing—0
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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