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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 471–480 of 744 papers

Title	Date	Tasks	Status	Hype
A Neurorobotics Approach to Behaviour Selection based on Human Activity Recognition	Jul 27, 2021	Activity RecognitionDecision Making	—Unverified	0
Neural Style Transfer Enhanced Training Support For Human Activity Recognition	Jul 27, 2021	Activity RecognitionData Augmentation	—Unverified	0
A Light-weight Deep Human Activity Recognition Algorithm Using Multi-knowledge Distillation	Jul 6, 2021	Activity RecognitionClassification	—Unverified	0
Reducing numerical precision preserves classification accuracy in Mondrian Forests	Jun 28, 2021	Activity RecognitionClassification	CodeCode Available	0
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers	Jun 28, 2021	Activity RecognitionFeature Engineering	—Unverified	0
Human Activity Recognition using Continuous Wavelet Transform and Convolutional Neural Networks	Jun 23, 2021	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology	Jun 22, 2021	Activity RecognitionClustering	—Unverified	0
A Survey on Human-aware Robot Navigation	Jun 22, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification	Jun 17, 2021	Activity RecognitionClassification	—Unverified	0
Privacy-Preserving Eye-tracking Using Deep Learning	Jun 17, 2021	Activity RecognitionDeep Learning	—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