Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 101–125 of 744 papers

Title	Date	Tasks	Status	Score
A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors	May 15, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
A Training Framework for Optimal and Stable Training of Polynomial Neural Networks	May 16, 2025	Audio ClassificationHomomorphic Encryption for Deep Learning	CodeCode Available	5
FedAli: Personalized Federated Learning with Aligned Prototypes through Optimal Transport	Nov 15, 2024	Activity RecognitionFederated Learning	CodeCode Available	5
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation	Mar 29, 2023	Activity RecognitionClustering	CodeCode Available	5
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning	May 25, 2023	Activity RecognitionContrastive Learning	CodeCode Available	5
Human Activity Recognition using Continuous Wavelet Transform and Convolutional Neural Networks	Jun 23, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Leveraging LDA Feature Extraction to Augment Human Activity Recognition Accuracy	Jun 23, 2024	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
A Survey of Human Activity Recognition Using WiFi CSI	Aug 23, 2017	Activity RecognitionBIG-bench Machine Learning	CodeCode Available	5
Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection	Feb 8, 2020	Action DetectionActivity Recognition	CodeCode Available	5
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art	Jun 13, 2018	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition	Aug 1, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Human Activity Recognition using Multi-Head CNN followed by LSTM	Feb 21, 2020	Activity RecognitionBIG-bench Machine Learning	CodeCode Available	5
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation	Apr 15, 2022	Activity RecognitionDomain Adaptation	CodeCode Available	5
A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition	Jan 13, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors	May 16, 2023	Human Activity RecognitionSelf-Supervised Learning	CodeCode Available	5
Attention-Refined Unrolling for Sparse Sequential micro-Doppler Reconstruction	Jun 25, 2023	Activity Recognitioncompressed sensing	CodeCode Available	5
ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition	May 18, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition	Dec 15, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
AdaRNN: Adaptive Learning and Forecasting of Time Series	Aug 10, 2021	Activity RecognitionFinancial Analysis	CodeCode Available	5
Kernel Cross-Correlator	Sep 12, 2017	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
B-HAR: an open-source baseline framework for in depth study of human activity recognition datasets and workflows	Jan 23, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Big-Little Adaptive Neural Networks on Low-Power Near-Subthreshold Processors	Apr 19, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	5
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition	Mar 8, 2022	Activity RecognitionEnsemble Learning	CodeCode Available	5
LaHAR: Latent Human Activity Recognition using LDA	Nov 23, 2020	Activity RecognitionClustering	CodeCode Available	5
Accoustate: Auto-annotation of IMU-generated Activity Signatures under Smart Infrastructure	Dec 8, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	5

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All datasets RHM OAD dataset PAMAP2 HAR HMDB51 MM-Fit Radar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Dual-Stream C3D	Accuracy (Top-1)	71.06	—	Unverified
2	C3D	Accuracy (Top-1)	70.3	—	Unverified
3	Dual-Stream ConvNet	Accuracy (Top-1)	62.77	—	Unverified
4	SlowFast (101)	Accuracy (Top-1)	45.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ESTIE + VGG16 (transfer-learning)	Accuracy	95.22	—	Unverified
2	STIE + VGG16 (transfer-learning)	Accuracy	94.77	—	Unverified
3	STIE + VGG16(fine-tuning)	Accuracy	86.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AFVF	Accuracy	0.97	—	Unverified
2	Selective HAR Clustering	NMI	0.88	—	Unverified
3	Unsupervised embedding learning for human activity recognition using wearable sensor data	NMI	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LMSS	Accuracy	1	—	Unverified
2	AFVF	Accuracy	0.99	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	61.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	unsupervised statistical feature guided diffusion model	F1 - macro	0.44	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DIAT-RadHARNet	1:1 Accuracy	99.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	89.5	—	Unverified