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Gait Recognition

( Image credit: GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition )

Papers

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Showing 151–200 of 220 papers

TitleStatusHype
iLGaCo: Incremental Learning of Gait Covariate Factors—0
Interpretable Gait Recognition by Granger Causality—0
InvKA: Gait Recognition via Invertible Koopman Autoencoder—0
Joint Intensity and Spatial Metric Learning for Robust Gait Recognition—0
Lagrange Motion Analysis and View Embeddings for Improved Gait Recognition—0
Gait Recognition via Effective Global-Local Feature Representation and Local Temporal Aggregation—0
Learning Joint Gait Representation via Quintuplet Loss Minimization—0
Learning Robust Features for Gait Recognition by Maximum Margin Criterion—0
Learning to Simplify Spatial-Temporal Graphs in Gait Analysis—0
Learning Visual Prompt for Gait Recognition—0
LiCAF: LiDAR-Camera Asymmetric Fusion for Gait Recognition—0
Gait Recognition in Large-scale Free Environment via Single LiDAR—0
LidarGait++: Learning Local Features and Size Awareness from LiDAR Point Clouds for 3D Gait Recognition—0
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for Gait Recognition—0
Micro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches—0
Mind the Gap: Bridging Occlusion in Gait Recognition via Residual Gap Correction—0
Motion Gait: Gait Recognition via Motion Excitation—0
Multimodal feature fusion for CNN-based gait recognition: an empirical comparison—0
Multi-Modal Gait Recognition via Effective Spatial-Temporal Feature Fusion—0
Multi-Modal Human Authentication Using Silhouettes, Gait and RGB—0
Multiple objects tracking in surveillance video using color and Hu moments—0
Multi-view Gait Recognition based on Siamese Vision Transformer—0
On Learning Disentangled Representations for Gait Recognition—0
On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition—0
OptiGait-LGBM: An Efficient Approach of Gait-based Person Re-identification in Non-Overlapping Regions—0
Performance Evaluation of Convolutional Neural Networks for Gait Recognition—0
Persistent-homology-based gait recognition—0
Person Identification from Partial Gait Cycle Using Fully Convolutional Neural Network—0
Person Re-identification by analyzing Dynamic Variations in Gait Sequences—0
Person Re-Identification by Discriminative Selection in Video Ranking—0
Physics-Augmented Autoencoder for 3D Skeleton-Based Gait Recognition—0
Pose-based Deep Gait Recognition—0
Gait Recognition in the Wild with Multi-hop Temporal SwitchCode0
GaitSTR: Gait Recognition with Sequential Two-stream RefinementCode0
GaitStrip: Gait Recognition via Effective Strip-based Feature Representations and Multi-Level FrameworkCode0
SkeletonGait: Gait Recognition Using Skeleton MapsCode0
LidarGait: Benchmarking 3D Gait Recognition with Point CloudsCode0
Multi-scale Context-aware Network with Transformer for Gait RecognitionCode0
Gait Recognition in the Wild with Dense 3D Representations and A BenchmarkCode0
UNB StepUP: A footStep database for gait analysis and recognition using Underfoot PressureCode0
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based BaselineCode0
Robust Cross-View Gait Recognition with Evidence: A Discriminant Gait GAN (DiGGAN) ApproachCode0
MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge DistillationCode0
Gait Lateral Network: Learning Discriminative and Compact Representations for Gait RecognitionCode0
Biometrics Recognition Using Deep Learning: A SurveyCode0
H-MoRe: Learning Human-centric Motion Representation for Action AnalysisCode0
POISE: Pose Guided Human Silhouette Extraction under OcclusionsCode0
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait RecognitionCode0
Multimodal Gait Recognition for Neurodegenerative DiseasesCode0
GaitGS: Temporal Feature Learning in Granularity and Span Dimension for Gait RecognitionCode0
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All datasetsOUMVLPGait3D

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GaitMMAveraged rank-1 acc(%)97—Unverified
2HSTLAveraged rank-1 acc(%)92.4—Unverified
3CSTLAveraged rank-1 acc(%)91—Unverified
43DLocalAveraged rank-1 acc(%)90.9—Unverified
5ReverseMaskAveraged rank-1 acc(%)90.9—Unverified
6GaitSTRAveraged rank-1 acc(%)90.2—Unverified
7GaitSetAveraged rank-1 acc(%)87.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HSTLRank-161.3—Unverified
2SMPLGaitRank-146.3—Unverified