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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 541–550 of 744 papers

Title	Date	Tasks	Status	Hype
Human activity recognition using improved dynamic image	Nov 15, 2020	Action RecognitionActivity Recognition	—Unverified	0
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition	Nov 11, 2020	Activity RecognitionDomain Adaptation	—Unverified	0
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data	Nov 3, 2020	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Semi-supervised Federated Learning for Activity Recognition	Nov 2, 2020	Activity RecognitionData Augmentation	—Unverified	0
A Framework of Combining Short-Term Spatial/Frequency Feature Extraction and Long-Term IndRNN for Activity Recognition	Nov 1, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
Bubblenet: A Disperse Recurrent Structure To Recognize Activities	Oct 30, 2020	Action RecognitionActivity Recognition	—Unverified	0
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion	Oct 21, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
Automated Human Activity Recognition by Colliding Bodies Optimization-based Optimal Feature Selection with Recurrent Neural Network	Oct 7, 2020	Activity Recognitionfeature selection	—Unverified	0
Attention-Driven Body Pose Encoding for Human Activity Recognition	Sep 29, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
Semi-supervised sequence classification through change point detection	Sep 24, 2020	Activity RecognitionChange Point Detection	—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