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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 731–740 of 744 papers

Title	Date	Tasks	Status	Hype
3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks	Jan 26, 2015	Activity RecognitionHuman Activity Recognition	—Unverified	0
Analysis of Gait Pattern to Recognize the Human Activities	Jul 18, 2014	Activity RecognitionHuman Activity Recognition	—Unverified	0
Incremental Activity Modeling and Recognition in Streaming Videos	Jun 1, 2014	Active LearningActivity Recognition	—Unverified	0
Super Normal Vector for Activity Recognition Using Depth Sequences	Jun 1, 2014	Activity RecognitionGeneral Classification	—Unverified	0
Human Activity Recognition using Smartphone	Jan 30, 2014	Active LearningActivity Recognition	—Unverified	0
An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression	Dec 25, 2013	Activity RecognitionGeneral Classification	—Unverified	0
Joint segmentation of multivariate time series with hidden process regression for human activity recognition	Dec 25, 2013	Activity RecognitionHuman Activity Recognition	—Unverified	0
Towards Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition	Dec 25, 2013	Activity RecognitionHuman Activity Recognition	—Unverified	0
Reshaping Visual Datasets for Domain Adaptation	Dec 1, 2013	Activity RecognitionDomain Adaptation	—Unverified	0
Poselet Key-Framing: A Model for Human Activity Recognition	Jun 1, 2013	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