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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 51–100 of 220 papers

TitleStatusHype
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
TRGR: Transmissive RIS-aided Gait Recognition Through Walls—0
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
The Paradox of Motion: Evidence for Spurious Correlations in Skeleton-based Gait Recognition Models—0
Learning Visual Prompt for Gait Recognition—0
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
You Can Run but not Hide: Improving Gait Recognition with Intrinsic Occlusion Type Awareness—0
GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation—0
SkeletonGait: Gait Recognition Using Skeleton MapsCode0
HiH: A Multi-modal Hierarchy in Hierarchy Network for Unconstrained Gait Recognition—0
POISE: Pose Guided Human Silhouette Extraction under OcclusionsCode0
Learning to Simplify Spatial-Temporal Graphs in Gait Analysis—0
InvKA: Gait Recognition via Invertible Koopman Autoencoder—0
Human Gait Recognition using Deep Learning: A Comprehensive Review—0
Parsing is All You Need for Accurate Gait Recognition in the WildCode0
TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch NetworkCode0
Free Lunch for Gait Recognition: A Novel Relation Descriptor—0
GaitPT: Skeletons Are All You Need For Gait Recognition—0
Reducing Training Demands for 3D Gait Recognition with Deep Koopman Operator Constraints—0
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait RecognitionCode0
GaitASMS: Gait Recognition by Adaptive Structured Spatial Representation and Multi-Scale Temporal AggregationCode0
Distillation-guided Representation Learning for Unconstrained Gait Recognition—0
GaitMorph: Transforming Gait by Optimally Transporting Discrete Codes—0
GaitFormer: Revisiting Intrinsic Periodicity for Gait Recognition—0
Watch Where You Head: A View-biased Domain Gap in Gait Recognition and Unsupervised Adaptation—0
MetaGait: Learning to Learn an Omni Sample Adaptive Representation for Gait Recognition—0
GaitMPL: Gait Recognition with Memory-Augmented Progressive Learning—0
GaitGCI: Generative Counterfactual Intervention for Gait Recognition—0
GaitGS: Temporal Feature Learning in Granularity and Span Dimension for Gait RecognitionCode0
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models—0
DyGait: Exploiting Dynamic Representations for High-performance Gait Recognition—0
Unsupervised Gait Recognition with Selective Fusion—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
4ReverseMaskAveraged rank-1 acc(%)90.9—Unverified
53DLocalAveraged 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