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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
MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge DistillationCode0
Robust Cross-View Gait Recognition with Evidence: A Discriminant Gait GAN (DiGGAN) ApproachCode0
H-MoRe: Learning Human-centric Motion Representation for Action AnalysisCode0
GaitGS: Temporal Feature Learning in Granularity and Span Dimension for Gait RecognitionCode0
GaitMM: Multi-Granularity Motion Sequence Learning for Gait RecognitionCode0
GaitStrip: Gait Recognition via Effective Strip-based Feature Representations and Multi-Level FrameworkCode0
SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait RecognitionCode0
Pedestrian Attribute Editing for Gait Recognition and Anonymization—0
GaitEdge: Beyond Plain End-to-end Gait Recognition for Better Practicality—0
Gait Cycle Reconstruction and Human Identification from Occluded Sequences—0
Covariate conscious approach for Gait recognition based upon Zernike moment invariants—0
GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation—0
Distillation-guided Representation Learning for Unconstrained Gait Recognition—0
From Indoor To Outdoor: Unsupervised Domain Adaptive Gait Recognition—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
Combining the Silhouette and Skeleton Data for Gait Recognition—0
A Large-Scale Re-identification Analysis in Sporting Scenarios: the Betrayal of Reaching a Critical Point—0
Free Lunch for Gait Recognition: A Novel Relation Descriptor—0
Fisher Motion Descriptor for Multiview Gait Recognition—0
Fine-grained Unsupervised Domain Adaptation for Gait Recognition—0
Feature Map Pooling for Cross-View Gait Recognition Based on Silhouette Sequence Images—0
Classification of Pathological and Normal Gait: A Survey—0
Attention-based Dual-stream Vision Transformer for Radar Gait Recognition—0
CLASH: Complementary Learning with Neural Architecture Search for Gait Recognition—0
Exploring Transformers for Behavioural Biometrics: A Case Study in Gait Recognition—0
Gait Sequence Upsampling using Diffusion Models for Single LiDAR Sensors—0
CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction—0
Associated Spatio-Temporal Capsule Network for Gait Recognition—0
A data augmentation methodology for training machine/deep learning gait recognition algorithms—0
A Bidirectional Siamese Recurrent Neural Network for Accurate Gait Recognition Using Body Landmarks—0
Exploring Deep Models for Practical Gait Recognition—0
ExoGait-MS: Learning Periodic Dynamics with Multi-Scale Graph Network for Exoskeleton Gait Recognition—0
Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition—0
Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules—0
Gait Recognition using FMCW Radar and Temporal Convolutional Deep Neural Networks—0
Gait Recognition Using 3-D Human Body Shape Inference—0
EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors—0
CarGait: Cross-Attention based Re-ranking for Gait recognition—0
Gait Recognition under Speed Transition—0
Gait recognition via deep learning of the center-of-pressure trajectory—0
Gait Recognition via Disentangled Representation Learning—0
Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features—0
Gait Recognition with Mask-based Regularization—0
Gait Recognition in the Wild with Multi-hop Temporal Switch—0
DyGait: Exploiting Dynamic Representations for High-performance Gait Recognition—0
Gait Recognition in the Wild with Dense 3D Representations and A Benchmark—0
Dense-View GEIs Set: View Space Covering for Gait Recognition based on Dense-View GAN—0
Camera-LiDAR Cross-modality Gait Recognition—0
Gait Recognition from Motion Capture Data—0
Gait Recognition from Highly Compressed Videos—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