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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 361–370 of 744 papers

Title	Date	Tasks	Status	Hype
Mobiprox: Supporting Dynamic Approximate Computing on Mobiles	Mar 16, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Zone-based Federated Learning for Mobile Sensing Data	Mar 10, 2023	Activity RecognitionFederated Learning	—Unverified	0
Robust Multimodal Fusion for Human Activity Recognition	Mar 8, 2023	Activity RecognitionDenoising	—Unverified	0
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning	Mar 8, 2023	Activity RecognitionEnsemble Learning	—Unverified	0
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild	Mar 3, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
EdgeServe: A Streaming System for Decentralized Model Serving	Mar 2, 2023	Activity RecognitionAutonomous Driving	—Unverified	0
A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data	Feb 25, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge	Feb 18, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
cGAN-Based High Dimensional IMU Sensor Data Generation for Enhanced Human Activity Recognition in Therapeutic Activities	Feb 16, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
PresSim: An End-to-end Framework for Dynamic Ground Pressure Profile Generation from Monocular Videos Using Physics-based 3D Simulation	Feb 1, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0

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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