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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 651–660 of 744 papers

Title	Date	Tasks	Status	Hype	Score
Can Ensemble of Classifiers Provide Better Recognition Results in Packaging Activity?	Nov 5, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Can You Spot the Semantic Predicate in this Video?	Aug 1, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clustering	Jul 17, 2024	Activity RecognitionClustering	—Unverified	0	0
cGAN-Based High Dimensional IMU Sensor Data Generation for Enhanced Human Activity Recognition in Therapeutic Activities	Feb 16, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Channel Phase Processing in Wireless Networks for Human Activity Recognition	Mar 29, 2023	Activity RecognitionDenoising	—Unverified	0	0
CHARM: A Hierarchical Deep Learning Model for Classification of Complex Human Activities Using Motion Sensors	Jul 16, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Cheating off your neighbors: Improving activity recognition through corroboration	May 27, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0	0
Self-supervised New Activity Detection in Sensor-based Smart Environments	Jan 17, 2024	Action DetectionActivity Detection	—Unverified	0	0
Classification of human activity recognition using smartphones	Jan 6, 2020	Activity RecognitionClassification	—Unverified	0	0
Classifying Human Activities using Machine Learning and Deep Learning Techniques	May 19, 2022	Activity RecognitionBIG-bench Machine Learning	—Unverified	0	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