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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
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 Switch—0
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
GaitGL: Learning Discriminative Global-Local Feature Representations for Gait RecognitionCode1
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 Benchmark—0
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
Towards a Deeper Understanding of Skeleton-based Gait RecognitionCode1
An Identity-Preserved Framework for Human Motion Transfer—0
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised LearningCode2
Spatial Transformer Network on Skeleton-based Gait RecognitionCode1
Multi-scale Context-aware Network with Transformer for Gait RecognitionCode0
Gait Recognition in the Wild with Dense 3D Representations and A Benchmark—0
Human Gait Recognition Using Bag of Words Feature Representation Method—0
Human Gait Analysis using Gait Energy Image—0
Gait Recognition with Mask-based Regularization—0
Understanding Person Identification through Gait—0
GaitEdge: Beyond Plain End-to-end Gait Recognition for Better Practicality—0
GaitStrip: Gait Recognition via Effective Strip-based Feature Representations and Multi-Level FrameworkCode0
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-Identification—0
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
Learning Rich Features for Gait Recognition by Integrating Skeletons and SilhouettesCode1
BGaitR-Net: Occluded Gait Sequence reconstructionwith temporally constrained model for gait recognition—0
Silhouette based View embeddings for Gait Recognition under Multiple ViewsCode1
A Benchmark for Gait Recognition under Occlusion Collected by Multi-Kinect SDAS—0
The Arm-Swing Is Discriminative in Video Gait Recognition for Athlete Re-Identification—0
Cross-View Gait Recognition With Deep Universal Linear Embeddings—0
VersatileGait: A Large-Scale Synthetic Gait Dataset Towards in-the-Wild Simulation—0
WildGait: Learning Gait Representations from Raw Surveillance Streams—0
Sequential convolutional network for behavioral pattern extraction in gait recognition—0
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
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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