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Human Activity Recognition

Classify various human activities

Papers

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Showing 51–100 of 744 papers

TitleStatusHype
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed GradientCode1
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature CalibrationCode1
HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor DataCode1
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity RecognitionCode1
Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using SmartphonesCode1
Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity RecognitionCode1
Attention-Based Deep Learning Framework for Human Activity Recognition with User AdaptationCode1
Deep Unsupervised Domain Adaptation for Time Series Classification: a BenchmarkCode1
Self-supervised transfer learning of physiological representations from free-living wearable dataCode1
DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity RecognitionCode1
Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation BenchmarkCode1
Learning Disentangled Behaviour Patterns for Wearable-based Human Activity RecognitionCode1
MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series PredictionCode1
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable DataCode1
BASAR:Black-box Attack on Skeletal Action RecognitionCode1
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity RecognitionCode1
Learning Generalizable Physiological Representations from Large-scale Wearable DataCode1
Lightweight Transformers for Human Activity Recognition on Mobile DevicesCode1
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial LearningCode1
Bridge-Prompt: Towards Ordinal Action Understanding in Instructional VideosCode1
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive LearningCode1
Towards Activated Muscle Group Estimation in the WildCode1
OPERAnet: A Multimodal Activity Recognition Dataset Acquired from Radio Frequency and Vision-based SensorsCode1
Human Activity Recognition using Multi-Head CNN followed by LSTMCode0
Human Activity Recognition in an Open WorldCode0
AdaRNN: Adaptive Learning and Forecasting of Time SeriesCode0
Human Activity Recognition using Continuous Wavelet Transform and Convolutional Neural NetworksCode0
Human Activity Recognition with Convolutional Neural NetowrksCode0
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-ArtCode0
Through-the-Wall Radar Human Activity Recognition WITHOUT Using Neural NetworksCode0
Human activity recognition from skeleton posesCode0
Adaptive Client Selection with Personalization for Communication Efficient Federated LearningCode0
Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action DetectionCode0
Hard Regularization to Prevent Deep Online Clustering Collapse without Data AugmentationCode0
Robust Explainer Recommendation for Time Series ClassificationCode0
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained DevicesCode0
HARMamba: Efficient and Lightweight Wearable Sensor Human Activity Recognition Based on Bidirectional MambaCode0
A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable SensorsCode0
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing DataCode0
Glimpse Clouds: Human Activity Recognition from Unstructured Feature PointsCode0
Feature engineering workflow for activity recognition from synchronized inertial measurement unitsCode0
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal TransportCode0
ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity RecognitionCode0
Activity and Subject Detection for UCI HAR Dataset with & without missing Sensor DataCode0
Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial SensorsCode0
A Survey of Human Activity Recognition Using WiFi CSICode0
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptationCode0
Enhanced Spatio- Temporal Image Encoding for Online Human Activity RecognitionCode0
A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity RecognitionCode0
Enhancing Wearable Tap Water Audio Detection through Subclass Annotation in the HD-Epic DatasetCode0
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All datasetsRHMOAD datasetPAMAP2HARHMDB51MM-FitRadar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Dual-Stream C3DAccuracy (Top-1)71.06—Unverified
2C3DAccuracy (Top-1)70.3—Unverified
3Dual-Stream ConvNetAccuracy (Top-1)62.77—Unverified
4SlowFast (101)Accuracy (Top-1)45.28—Unverified
#ModelMetricClaimedVerifiedStatus
1ESTIE + VGG16 (transfer-learning)Accuracy95.22—Unverified
2STIE + VGG16 (transfer-learning)Accuracy94.77—Unverified
3STIE + VGG16(fine-tuning)Accuracy86.81—Unverified
#ModelMetricClaimedVerifiedStatus
1AFVFAccuracy0.97—Unverified
2Selective HAR ClusteringNMI0.88—Unverified
3Unsupervised embedding learning for human activity recognition using wearable sensor dataNMI0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1LMSSAccuracy1—Unverified
2AFVFAccuracy0.99—Unverified
#ModelMetricClaimedVerifiedStatus
1Label-RankerAccuracy61.18—Unverified
#ModelMetricClaimedVerifiedStatus
1unsupervised statistical feature guided diffusion modelF1 - macro0.44—Unverified
#ModelMetricClaimedVerifiedStatus
1DIAT-RadHARNet1:1 Accuracy99.22—Unverified
#ModelMetricClaimedVerifiedStatus
1Label-RankerAccuracy89.5—Unverified