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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 1–50 of 220 papers

TitleStatusHype
KeyPoint Relative Position Encoding for Face RecognitionCode4
BigGait: Learning Gait Representation You Want by Large Vision ModelsCode3
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised LearningCode2
A Multi-Stage Adaptive Feature Fusion Neural Network for Multimodal Gait RecognitionCode1
Learning Rich Features for Gait Recognition by Integrating Skeletons and SilhouettesCode1
GaitPart: Temporal Part-Based Model for Gait RecognitionCode1
Towards a Deeper Understanding of Skeleton-based Gait RecognitionCode1
GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the WildCode1
Open-Set Biometrics: Beyond Good Closed-Set ModelsCode1
Spatial Transformer Network on Skeleton-based Gait RecognitionCode1
PsyMo: A Dataset for Estimating Self-Reported Psychological Traits from GaitCode1
Dynamic Aggregated Network for Gait RecognitionCode1
Hierarchical Spatio-Temporal Representation Learning for Gait RecognitionCode1
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait RecognitionCode1
GaitGraph: Graph Convolutional Network for Skeleton-Based Gait RecognitionCode1
Cross-Covariate Gait Recognition: A BenchmarkCode1
GaitRef: Gait Recognition with Refined Sequential SkeletonsCode1
GaitSet: Regarding Gait as a Set for Cross-View Gait RecognitionCode1
HybridGait: A Benchmark for Spatial-Temporal Cloth-Changing Gait Recognition with Hybrid ExplorationsCode1
OpenGait: Revisiting Gait Recognition Toward Better PracticalityCode1
Open-Set Gait Recognition from Sparse mmWave Radar Point CloudsCode1
Silhouette based View embeddings for Gait Recognition under Multiple ViewsCode1
FastPoseGait: A Toolbox and Benchmark for Efficient Pose-based Gait RecognitionCode1
QAGait: Revisit Gait Recognition from a Quality PerspectiveCode1
An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing ConditionsCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal LearningCode1
Human Gait Database for Normal Walk Collected by Smartphone AccelerometerCode1
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial MixerCode1
GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep SetCode1
GPGait: Generalized Pose-based Gait RecognitionCode1
3D Local Convolutional Neural Networks for Gait RecognitionCode1
TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait RecognitionCode1
GaitGL: Learning Discriminative Global-Local Feature Representations for Gait RecognitionCode1
Covariate conscious approach for Gait recognition based upon Zernike moment invariants—0
A Bidirectional Siamese Recurrent Neural Network for Accurate Gait Recognition Using Body Landmarks—0
Combining the Silhouette and Skeleton Data for Gait Recognition—0
CNTN: Cyclic Noise-tolerant Network for Gait Recognition—0
A Large-Scale Re-identification Analysis in Sporting Scenarios: the Betrayal of Reaching a Critical Point—0
From Indoor To Outdoor: Unsupervised Domain Adaptive Gait Recognition—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
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
Free Lunch for Gait Recognition: A Novel Relation Descriptor—0
Exploring Transformers for Behavioural Biometrics: A Case Study in Gait Recognition—0
Distillation-guided Representation Learning for Unconstrained Gait Recognition—0
Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition—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