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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 131–140 of 744 papers

Title	Date	Tasks	Status	Hype
Continuous Human Activity Recognition using a MIMO Radar for Transitional Motion Analysis	Apr 12, 2023	Activity RecognitionHuman Activity Recognition	—Unverified	0
Creating a Large-scale Synthetic Dataset for Human Activity Recognition	Jul 21, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
A Hybrid Framework for Action Recognition in Low-Quality Video Sequences	Mar 11, 2019	Action RecognitionActivity Recognition	—Unverified	0
A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning	Oct 18, 2021	Activity RecognitionHuman Activity Recognition	—Unverified	0
Enhancing Human Action Recognition and Violence Detection Through Deep Learning Audiovisual Fusion	Aug 4, 2024	Action RecognitionActivity Recognition	—Unverified	0
Integrated Human Activity Sensing and Communications	Feb 19, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Assessing the State of Self-Supervised Human Activity Recognition using Wearables	Feb 22, 2022	Activity RecognitionDomain Adaptation	—Unverified	0
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion	Sep 12, 2023	Action SegmentationActivity Recognition	—Unverified	0
Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study	Jan 25, 2025	Activity RecognitionHuman Activity Recognition	—Unverified	0
AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices	Feb 3, 2021	Activity RecognitionCloud Computing	—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