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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
Human Activity Recognition for Mobile Robot	Jan 23, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Human activity recognition from mobile inertial sensors using recurrence plots	Dec 5, 2017	Activity RecognitionGeneral Classification	—Unverified	0
Evolving Markov Chains: Unsupervised Mode Discovery and Recognition from Data Streams	Nov 26, 2024	Activity RecognitionEEG	—Unverified	0
Cheating off your neighbors: Improving activity recognition through corroboration	May 27, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Human Activity Recognition from Wi-Fi CSI Data Using Principal Component-Based Wavelet CNN	Dec 26, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
CSI-Based Cross-Domain Activity Recognition via Zero-Shot Prototypical Networks	Dec 12, 2023	Activity RecognitionCross-Domain Activity Recognition	—Unverified	0
Human Activity Recognition in RGB-D Videos by Dynamic Images	Jul 9, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Human Activity Recognition Models in Ontology Networks	May 5, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
A Comprehensive Methodological Survey of Human Activity Recognition Across Divers Data Modalities	Sep 15, 2024	Action DetectionActivity Detection	—Unverified	0
Human activity recognition using deep learning approaches and single frame cnn and convolutional lstm	Apr 18, 2023	Action RecognitionActivity 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