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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 291–300 of 744 papers

Title	Date	Tasks	Status	Hype
A Matter of Annotation: An Empirical Study on In Situ and Self-Recall Activity Annotations from Wearable Sensors	May 15, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Distilled Mid-Fusion Transformer Networks for Multi-Modal Human Activity Recognition	May 5, 2023	Activity RecognitionFeature Engineering	—Unverified	0
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition	May 4, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	1
Human Activity Recognition Using Self-Supervised Representations of Wearable Data	Apr 26, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Evaluation of Regularization-based Continual Learning Approaches: Application to HAR	Apr 26, 2023	Activity RecognitionContinual Learning	—Unverified	0
RHM: Robot House Multi-view Human Activity Recognition Dataset	Apr 24, 2023	Action RecognitionActivity Recognition	CodeCode Available	0
A Survey on Multi-Resident Activity Recognition in Smart Environments	Apr 24, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning	Apr 20, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning	Apr 19, 2023	Active LearningActivity Recognition	—Unverified	0
Big-Little Adaptive Neural Networks on Low-Power Near-Subthreshold Processors	Apr 19, 2023	Activity RecognitionHuman Activity Recognition	CodeCode Available	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