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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 101–150 of 220 papers

TitleStatusHype
Pedestrian Attribute Editing for Gait Recognition and AnonymizationCode0
Exploring Deep Models for Practical Gait RecognitionCode0
Fine-grained Unsupervised Domain Adaptation for Gait Recognition—0
Physics-Augmented Autoencoder for 3D Skeleton-Based Gait Recognition—0
OpenGait: Revisiting Gait Recognition Towards Better PracticalityCode0
Multi-Modal Gait Recognition via Effective Spatial-Temporal Feature Fusion—0
Gait Recognition Using 3-D Human Body Shape Inference—0
Gait Recognition in Large-scale Free Environment via Single LiDAR—0
From Indoor To Outdoor: Unsupervised Domain Adaptive Gait Recognition—0
LidarGait: Benchmarking 3D Gait Recognition with Point CloudsCode0
Evidence-based Match-status-Aware Gait Recognition for Out-of-Gallery Gait Identification—0
HDNet: Hierarchical Dynamic Network for Gait Recognition using Millimeter-Wave Radar—0
Motion Matters: A Novel Motion Modeling For Cross-View Gait Feature Learning—0
Multi-view Gait Recognition based on Siamese Vision Transformer—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
Generalized Inter-class Loss for Gait Recognition—0
Multi-Modal Human Authentication Using Silhouettes, Gait and RGB—0
Spatiotemporal Multi-scale Bilateral Motion Network for Gait Recognition—0
Towards Complete-View and High-Level Pose-based Gait Recognition—0
GaitMM: Multi-Granularity Motion Sequence Learning for Gait RecognitionCode0
Gait Recognition in the Wild with Multi-hop Temporal SwitchCode0
Progressive Feature Learning for Realistic Cloth-Changing Gait Recognition—0
GaitTAKE: Gait Recognition by Temporal Attention and Keypoint-guided Embedding—0
CTrGAN: Cycle Transformers GAN for Gait Transfer—0
A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets and Challenges—0
Learning Gait Representation from Massive Unlabelled Walking Videos: A BenchmarkCode0
Motion Gait: Gait Recognition via Motion Excitation—0
Gait Cycle Reconstruction and Human Identification from Occluded Sequences—0
Interpretable Gait Recognition by Granger Causality—0
Exploring Transformers for Behavioural Biometrics: A Case Study in Gait Recognition—0
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based BaselineCode0
HEATGait: Hop-Extracted Adjacency Technique in Graph Convolution based Gait Recognition—0
An Identity-Preserved Framework for Human Motion Transfer—0
Multi-scale Context-aware Network with Transformer for Gait RecognitionCode0
Gait Recognition in the Wild with Dense 3D Representations and A BenchmarkCode0
Human Gait Recognition Using Bag of Words Feature Representation Method—0
Human Gait Analysis using Gait Energy Image—0
GaitStrip: Gait Recognition via Effective Strip-based Feature Representations and Multi-Level FrameworkCode0
GaitEdge: Beyond Plain End-to-end Gait Recognition for Better PracticalityCode0
Understanding Person Identification through Gait—0
Gait Recognition with Mask-based Regularization—0
Spatio-temporal Gait Feature with Global Distance Alignment—0
Combining the Silhouette and Skeleton Data for Gait Recognition—0
Generative GaitNet—0
RealGait: Gait Recognition for Person Re-IdentificationCode0
Gait Recognition Based on Deep Learning: A Survey—0
Lagrange Motion Analysis and View Embeddings for Improved Gait Recognition—0
Seq-Masks: Bridging the gap between appearance and gait modeling for video-based person re-identification—0
Attention-based Dual-stream Vision Transformer for Radar Gait Recognition—0
Robust Analytics for Video-Based Gait Biometrics—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