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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 611–620 of 744 papers

Title	Date	Tasks	Status	Hype
Generating Fair Universal Representations using Adversarial Models	Sep 27, 2019	Activity RecognitionFairness	—Unverified	0
Sign Language Recognition Analysis using Multimodal Data	Sep 24, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
A Lightweight Deep Learning Model for Human Activity Recognition on Edge Devices	Sep 20, 2019	Activity RecognitionDeep Learning	—Unverified	0
Human activity recognition from skeleton poses	Aug 20, 2019	Action RecognitionActivity Recognition	CodeCode Available	0
MEx: Multi-modal Exercises Dataset for Human Activity Recognition	Aug 13, 2019	Activity RecognitionHuman Activity Recognition	CodeCode Available	0
Multi-task Self-Supervised Learning for Human Activity Detection	Jul 27, 2019	Action DetectionActivity Detection	—Unverified	0
Multiple Human Association between Top and Horizontal Views by Matching Subjects' Spatial Distributions	Jul 26, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
An end-to-end (deep) neural network applied to raw EEG, fNIRs and body motion data for data fusion and BCI classification task without any pre-/post-processing	Jul 17, 2019	Action DetectionActivity Recognition	—Unverified	0
Human Body Parts Tracking: Applications to Activity Recognition	Jul 2, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
An IoT Based Framework For Activity Recognition Using Deep Learning Technique	Jun 17, 2019	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