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Gait Recognition

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 220 papers

TitleStatusHype
KeyPoint Relative Position Encoding for Face RecognitionCode4
BigGait: Learning Gait Representation You Want by Large Vision ModelsCode3
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised LearningCode2
Open-Set Gait Recognition from Sparse mmWave Radar Point CloudsCode1
GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the WildCode1
Open-Set Biometrics: Beyond Good Closed-Set ModelsCode1
QAGait: Revisit Gait Recognition from a Quality PerspectiveCode1
HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid ExplorationsCode1
A Multi-Stage Adaptive Feature Fusion Neural Network for Multimodal Gait RecognitionCode1
Cross-Covariate Gait Recognition: A BenchmarkCode1
FastPoseGait: A Toolbox and Benchmark for Efficient Pose-based Gait RecognitionCode1
PsyMo: A Dataset for Estimating Self-Reported Psychological Traits from GaitCode1
Hierarchical Spatio-Temporal Representation Learning for Gait RecognitionCode1
GaitRef: Gait Recognition with Refined Sequential SkeletonsCode1
GPGait: Generalized Pose-based Gait RecognitionCode1
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait RecognitionCode1
An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing ConditionsCode1
Dynamic Aggregated Network for Gait RecognitionCode1
OpenGait: Revisiting Gait Recognition Toward Better PracticalityCode1
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial MixerCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
GaitGL: Learning Discriminative Global-Local Feature Representations for Gait RecognitionCode1
Towards a Deeper Understanding of Skeleton-based Gait RecognitionCode1
Spatial Transformer Network on Skeleton-based Gait RecognitionCode1
Learning Rich Features for Gait Recognition by Integrating Skeletons and SilhouettesCode1
Silhouette based View embeddings for Gait Recognition under Multiple ViewsCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait RecognitionCode1
GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep SetCode1
GaitGraph: Graph Convolutional Network for Skeleton-Based Gait RecognitionCode1
3D Local Convolutional Neural Networks for Gait RecognitionCode1
GaitPart: Temporal Part-Based Model for Gait RecognitionCode1
Human Gait Database for Normal Walk Collected by Smartphone AccelerometerCode1
GaitSet: Regarding Gait as a Set for Cross-View Gait RecognitionCode1
Mind the Gap: Bridging Occlusion in Gait Recognition via Residual Gap Correction—0
On Denoising Walking Videos for Gait RecognitionCode0
ExoGait-MS: Learning Periodic Dynamics with Multi-Scale Graph Network for Exoskeleton Gait Recognition—0
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models—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
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
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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