SOTAVerified

Human Activity Recognition

Classify various human activities

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 744 papers

TitleStatusHype
BON: An extended public domain dataset for human activity recognition—0
A new network-based algorithm for human activity recognition in video—0
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey—0
Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs—0
A Neurorobotics Approach to Behaviour Selection based on Human Activity Recognition—0
AdaSense: Adaptive Low-Power Sensing and Activity Recognition for Wearable Devices—0
Dynamic Feature Selection for Efficient and Interpretable Human Activity Recognition—0
Asymmetric Residual Neural Network for Accurate Human Activity Recognition—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—0
Beyond the Gates of Euclidean Space: Temporal-Discrimination-Fusions and Attention-based Graph Neural Network for Human Activity Recognition—0
Don't freeze: Finetune encoders for better Self-Supervised HAR—0
Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention—0
An Efficient Data Imputation Technique for Human Activity Recognition—0
A Comparative Study of Human Activity Recognition: Motion, Tactile, and multi-modal Approaches—0
Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets—0
Benchmarking Classical, Deep, and Generative Models for Human Activity Recognition—0
Analysis of Gait Pattern to Recognize the Human Activities—0
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization—0
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition—0
Balancing Continual Learning and Fine-tuning for Human Activity Recognition—0
A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and Segmentation—0
Background Knowledge Injection for Interpretable Sequence Classification—0
Distilled Mid-Fusion Transformer Networks for Multi-Modal Human Activity Recognition—0
Disparity-Augmented Trajectories for Human Activity Recognition—0
A Wireless-Vision Dataset for Privacy Preserving Human Activity Recognition—0
A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation—0
Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data—0
Discovering Behavioral Predispositions in Data to Improve Human Activity Recognition—0
Distributed Agent-Based Collaborative Learning in Cross-Individual Wearable Sensor-Based Human Activity Recognition—0
Distribution estimation and change-point estimation for time series via DNN-based GANs—0
A Wi-Fi Signal-Based Human Activity Recognition Using High-Dimensional Factor Models—0
DISC: a Dataset for Integrated Sensing and Communication in mmWave Systems—0
A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity Recognition—0
DIVERSIFY to Generalize: Learning Generalized Representations for Time Series Classification—0
DNN Transfer Learning from Diversified Micro-Doppler for Motion Classification—0
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey—0
A MIMO Radar-Based Metric Learning Approach for Activity Recognition—0
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition—0
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset—0
A compact sequence encoding scheme for online human activity recognition in HRI applications—0
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition—0
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network—0
Differentiable Frequency-based Disentanglement for Aerial Video Action Recognition—0
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network—0
WearableMil: An End-to-End Framework for Military Activity Recognition and Performance Monitoring—0
Different Approaches for Human Activity Recognition: A Survey—0
EarDA: Towards Accurate and Data-Efficient Earable Activity Sensing—0
Early Improving Recurrent Elastic Highway Network—0
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers—0
DIAT-RadHARNet: A lightweight DCNN for radar based classification of human suspicious activities—0
Show:102550
← PrevPage 5 of 15Next →
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