SOTAVerified

Gait Recognition

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

Papers

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Showing 1–50 of 220 papers

TitleStatusHype
Mind the Gap: Bridging Occlusion in Gait Recognition via Residual Gap Correction—0
On Denoising Walking Videos for Gait RecognitionCode0
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models—0
ExoGait-MS: Learning Periodic Dynamics with Multi-Scale Graph Network for Exoskeleton Gait Recognition—0
Exploring Generalized Gait Recognition: Reducing Redundancy and Noise within Indoor and Outdoor DatasetsCode0
OptiGait-LGBM: An Efficient Approach of Gait-based Person Re-identification in Non-Overlapping Regions—0
Database-Agnostic Gait Enrollment using SetTransformers—0
CVVNet: A Cross-Vertical-View Network for Gait Recognition—0
H-MoRe: Learning Human-centric Motion Representation for Action AnalysisCode0
On Model and Data Scaling for Skeleton-based Self-Supervised Gait Recognition—0
DAGait: Generalized Skeleton-Guided Data Alignment for Gait Recognition—0
Open-Set Gait Recognition from Sparse mmWave Radar Point CloudsCode1
CarGait: Cross-Attention based Re-ranking for Gait recognition—0
UNB StepUP: A footStep database for gait analysis and recognition using Underfoot PressureCode0
Unsupervised Domain Adaptation with Dynamic Clustering and Contrastive Refinement for Gait RecognitionCode0
MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge DistillationCode0
LidarGait++: Learning Local Features and Size Awareness from LiDAR Point Clouds for 3D Gait Recognition—0
Bridging Gait Recognition and Large Language Models Sequence Modeling—0
A Bidirectional Siamese Recurrent Neural Network for Accurate Gait Recognition Using Body Landmarks—0
It Takes Two: Accurate Gait Recognition in the Wild via Cross-granularity AlignmentCode0
HorGait: A Hybrid Model for Accurate Gait Recognition in LiDAR Point Cloud Planar Projections—0
Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors—0
SpheriGait: Enriching Spatial Representation via Spherical Projection for LiDAR-based Gait Recognition—0
ZipGait: Bridging Skeleton and Silhouette with Diffusion Model for Advancing Gait Recognition—0
GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the WildCode1
TRGR: Transmissive RIS-aided Gait Recognition Through Walls—0
Open-Set Biometrics: Beyond Good Closed-Set ModelsCode1
GaitMA: Pose-guided Multi-modal Feature Fusion for Gait Recognition—0
Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition—0
CLASH: Complementary Learning with Neural Architecture Search for Gait Recognition—0
Camera-LiDAR Cross-modality Gait Recognition—0
LiCAF: LiDAR-Camera Asymmetric Fusion for Gait Recognition—0
QGait: Toward Accurate Quantization for Gait Recognition with Binarized Input—0
OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better PracticalityCode0
GaitMotion: A Multitask Dataset for Pathological Gait Forecasting—0
Gait Recognition from Highly Compressed Videos—0
GaitPoint+: A Gait Recognition Network Incorporating Point Cloud Analysis and Recycling—0
Cross-Modality Gait Recognition: Bridging LiDAR and Camera Modalities for Human Identification—0
GaitSTR: Gait Recognition with Sequential Two-stream RefinementCode0
KeyPoint Relative Position Encoding for Face RecognitionCode4
BigGait: Learning Gait Representation You Want by Large Vision ModelsCode3
The Paradox of Motion: Evidence for Spurious Correlations in Skeleton-based Gait Recognition Models—0
QAGait: Revisit Gait Recognition from a Quality PerspectiveCode1
Learning Visual Prompt for Gait Recognition—0
HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid ExplorationsCode1
A Large-Scale Re-identification Analysis in Sporting Scenarios: the Betrayal of Reaching a Critical Point—0
STRIDE: Single-video based Temporally Continuous Occlusion-Robust 3D Pose EstimationCode0
A Multi-Stage Adaptive Feature Fusion Neural Network for Multimodal Gait RecognitionCode1
Cross-Covariate Gait Recognition: A BenchmarkCode1
You Can Run but not Hide: Improving Gait Recognition with Intrinsic Occlusion Type Awareness—0
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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