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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–160 of 744 papers

Title	Date	Tasks	Status	Hype
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition	Apr 11, 2021	Activity RecognitionGeneral Classification	—Unverified	0
Action Classification and Highlighting in Videos	Aug 31, 2017	Action ClassificationActivity Recognition	—Unverified	0
A Prospective Approach for Human-to-Human Interaction Recognition from Wi-Fi Channel Data using Attention Bidirectional Gated Recurrent Neural Network with GUI Application Implementation	Feb 16, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
ActiLabel: A Combinatorial Transfer Learning Framework for Activity Recognition	Mar 16, 2020	Activity RecognitionDiversity	—Unverified	0
A Preliminary Study on Pattern Reconstruction for Optimal Storage of Wearable Sensor Data	Feb 25, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Context-driven Active and Incremental Activity Recognition	Jun 7, 2019	Active LearningActivity Recognition	—Unverified	0
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition	Oct 25, 2018	Activity RecognitionClassification	—Unverified	0
Adversarial Transferability in Wearable Sensor Systems	Mar 17, 2020	Activity RecognitionBIG-bench Machine Learning	—Unverified	0
A Causality-Aware Pattern Mining Scheme for Group Activity Recognition in a Pervasive Sensor Space	Dec 1, 2023	Activity RecognitionGroup Activity Recognition	—Unverified	0
Cross-domain Activity Recognition via Substructural Optimal Transport	Jan 29, 2021	Activity RecognitionClustering	—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