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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 341–350 of 744 papers

Title	Date	Tasks	Status	Hype
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback	Dec 1, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
Distribution estimation and change-point estimation for time series via DNN-based GANs	Nov 26, 2022	Activity RecognitionBlocking	—Unverified	0
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition	Nov 25, 2022	Activity RecognitionDomain Adaptation	CodeCode Available	1
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack	Nov 21, 2022	Activity RecognitionAdversarial Attack	CodeCode Available	1
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors	Nov 17, 2022	Activity PredictionActivity Recognition	CodeCode Available	3
Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks	Nov 14, 2022	Activity RecognitionHuman Activity Recognition	CodeCode Available	1
PriMask: Cascadable and Collusion-Resilient Data Masking for Mobile Cloud Inference	Nov 12, 2022	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition	Nov 11, 2022	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Unsupervised Deep Learning-based clustering for Human Activity Recognition	Nov 10, 2022	Activity RecognitionClustering	CodeCode Available	0
SWTF: Sparse Weighted Temporal Fusion for Drone-Based Activity Recognition	Nov 10, 2022	Activity RecognitionHuman Activity Recognition	—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