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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 561–570 of 744 papers

Title	Date	Tasks	Status	Hype
Background Knowledge Injection for Interpretable Sequence Classification	Jun 25, 2020	Activity RecognitionClassification	—Unverified	0
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors	Jun 25, 2020	Activity RecognitionHard Attention	—Unverified	0
Learning-to-Learn Personalised Human Activity Recognition Models	Jun 12, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices	Jun 10, 2020	Activity RecognitionClassification	—Unverified	0
Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation	Jun 6, 2020	Activity RecognitionDeep Learning	CodeCode Available	1
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices	Jun 5, 2020	Activity RecognitionDeep Learning	—Unverified	0
Entropy Decision Fusion for Smartphone Sensor based Human Activity Recognition	May 30, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition	May 29, 2020	Activity RecognitionHuman Activity Recognition	—Unverified	0
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization	May 25, 2020	Activity RecognitionDomain Adaptation	—Unverified	0
Sensor Data for Human Activity Recognition: Feature Representation and Benchmarking	May 15, 2020	Activity RecognitionBenchmarking	—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