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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
SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait RecognitionCode0
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based BaselineCode0
RealGait: Gait Recognition for Person Re-IdentificationCode0
Gait Recognition in the Wild with Multi-hop Temporal SwitchCode0
POISE: Pose Guided Human Silhouette Extraction under OcclusionsCode0
Deep Learning-Based Gait Recognition Using Smartphones in the WildCode0
Parsing is All You Need for Accurate Gait Recognition in the WildCode0
Condition-Adaptive Graph Convolution Learning for Skeleton-Based Gait RecognitionCode0
SkeletonGait: Gait Recognition Using Skeleton MapsCode0
On Denoising Walking Videos for Gait RecognitionCode0
Pedestrian Attribute Editing for Gait Recognition and AnonymizationCode0
MimicGait: A Model Agnostic approach for Occluded Gait Recognition using Correlational Knowledge DistillationCode0
OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better PracticalityCode0
Learning Gait Representation from Massive Unlabelled Walking Videos: A BenchmarkCode0
It Takes Two: Accurate Gait Recognition in the Wild via Cross-granularity AlignmentCode0
LidarGait: Benchmarking 3D Gait Recognition with Point CloudsCode0
Gait Lateral Network: Learning Discriminative and Compact Representations for Gait RecognitionCode0
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
OpenGait: Revisiting Gait Recognition Towards Better PracticalityCode0
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
Gait Recognition with Mask-based Regularization—0
Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features—0
Gait Recognition via Disentangled Representation Learning—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 via deep learning of the center-of-pressure trajectory—0
Gait Recognition using Multi-Scale Partial Representation Transformation with Capsules—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