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Human Activity Recognition

Classify various human activities

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 526–550 of 744 papers

TitleStatusHype
Generating Fair Universal Representations using Adversarial Models—0
Learning-to-Learn Personalised Human Activity Recognition Models—0
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks—0
Lightweight Transformer in Federated Setting for Human Activity Recognition—0
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition -- And Ways to Overcome Them—0
Long Term Object Detection and Tracking in Collaborative Learning Environments—0
Low-power Spike-based Wearable Analytics on RRAM Crossbars—0
LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data—0
Machine-Generated Hierarchical Structure of Human Activities to Reveal How Machines Think—0
Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review—0
MAGNETO: Edge AI for Human Activity Recognition -- Privacy and Personalization—0
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes—0
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model—0
MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition—0
MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels—0
MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection—0
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot—0
Mobiprox: Supporting Dynamic Approximate Computing on Mobiles—0
A Light-weight Deep Human Activity Recognition Algorithm Using Multi-knowledge Distillation—0
Unleashing the Power of Shared Label Structures for Human Activity Recognition—0
Modelling the Influence of Cultural Information on Vision-Based Human Home Activity Recognition—0
MoPFormer: Motion-Primitive Transformer for Wearable-Sensor Activity Recognition—0
MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition—0
Motion Classification using Kinematically Sifted ACGAN-Synthesized Radar Micro-Doppler Signatures—0
MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition—0
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All datasetsRHMOAD datasetPAMAP2HARHMDB51MM-FitRadar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Dual-Stream C3DAccuracy (Top-1)71.06—Unverified
2C3DAccuracy (Top-1)70.3—Unverified
3Dual-Stream ConvNetAccuracy (Top-1)62.77—Unverified
4SlowFast (101)Accuracy (Top-1)45.28—Unverified
#ModelMetricClaimedVerifiedStatus
1ESTIE + VGG16 (transfer-learning)Accuracy95.22—Unverified
2STIE + VGG16 (transfer-learning)Accuracy94.77—Unverified
3STIE + VGG16(fine-tuning)Accuracy86.81—Unverified
#ModelMetricClaimedVerifiedStatus
1AFVFAccuracy0.97—Unverified
2Selective HAR ClusteringNMI0.88—Unverified
3Unsupervised embedding learning for human activity recognition using wearable sensor dataNMI0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1LMSSAccuracy1—Unverified
2AFVFAccuracy0.99—Unverified
#ModelMetricClaimedVerifiedStatus
1Label-RankerAccuracy61.18—Unverified
#ModelMetricClaimedVerifiedStatus
1unsupervised statistical feature guided diffusion modelF1 - macro0.44—Unverified
#ModelMetricClaimedVerifiedStatus
1DIAT-RadHARNet1:1 Accuracy99.22—Unverified
#ModelMetricClaimedVerifiedStatus
1Label-RankerAccuracy89.5—Unverified