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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 191–200 of 744 papers

Title	Date	Tasks	Status	Hype
Deep Activity Recognition Models with Triaxial Accelerometers	Nov 15, 2015	Activity RecognitionHuman Activity Recognition	—Unverified	0
Deep Adaptive Temporal Pooling for Activity Recognition	Aug 22, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Deep Adversarial Learning with Activity-Based User Discrimination Task for Human Activity Recognition	Oct 1, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0
A Survey on Human-aware Robot Navigation	Jun 22, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition	Jul 31, 2018	Action DetectionActivity Detection	—Unverified	0
Deep Generative Domain Adaptation with Temporal Relation Knowledge for Cross-User Activity Recognition	Mar 12, 2024	Activity RecognitionDomain Adaptation	—Unverified	0
Deep Generative Domain Adaptation with Temporal Attention for Cross-User Activity Recognition	Mar 12, 2024	Activity RecognitionDomain Adaptation	—Unverified	0
A Survey on Multi-Resident Activity Recognition in Smart Environments	Apr 24, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition	Jul 18, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Deep Transfer Learning for Cross-domain Activity Recognition	Jul 20, 2018	Activity RecognitionCross-Domain 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