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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 661–670 of 744 papers

Title	Date	Tasks	Status	Hype
Online Human Activity Recognition using Low-Power Wearable Devices	Aug 26, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Deep Adaptive Temporal Pooling for Activity Recognition	Aug 22, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Starting Movement Detection of Cyclists Using Smart Devices	Aug 8, 2018	Activity Recognitionfeature selection	—Unverified	0
Can You Spot the Semantic Predicate in this Video?	Aug 1, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
DFTerNet: Towards 2-bit Dynamic Fusion Networks for Accurate Human Activity Recognition	Jul 31, 2018	Action DetectionActivity Detection	—Unverified	0
Deep Transfer Learning for Cross-domain Activity Recognition	Jul 20, 2018	Activity RecognitionCross-Domain Activity Recognition	—Unverified	0
Human Activity Recognition in RGB-D Videos by Dynamic Images	Jul 9, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Human Activity Prediction in Smart Home Environments with LSTM Neural Networks	Jun 28, 2018	Activity PredictionActivity Recognition	—Unverified	0
Cross-position Activity Recognition with Stratified Transfer Learning	Jun 26, 2018	Activity RecognitionHuman Activity Recognition	—Unverified	0
Object Level Visual Reasoning in Videos	Jun 16, 2018	Activity RecognitionHuman Activity Recognition	CodeCode Available	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