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Human Activity Recognition

Classify various human activities

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 726–744 of 744 papers

TitleStatusHype
Feature Learning for Interaction Activity Recognition in RGBD Videos—0
Encoding Based Saliency Detection for Videos and Images—0
Latent Hierarchical Model for Activity Recognition—0
A new network-based algorithm for human activity recognition in video—0
Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel—0
3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks—0
Analysis of Gait Pattern to Recognize the Human Activities—0
Super Normal Vector for Activity Recognition Using Depth Sequences—0
Incremental Activity Modeling and Recognition in Streaming Videos—0
Human Activity Recognition using Smartphone—0
Joint segmentation of multivariate time series with hidden process regression for human activity recognition—0
Towards Using Unlabeled Data in a Sparse-coding Framework for Human Activity Recognition—0
An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression—0
Reshaping Visual Datasets for Domain Adaptation—0
Recognize Human Activities from Partially Observed Videos—0
Poselet Key-Framing: A Model for Human Activity Recognition—0
Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs—0
Two-person interaction detection using body-pose features and multiple instance learning—0
A Probabilistic Logic Programming Event CalculusCode0
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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