Search Results - "Human activity recognition"

Adapting independent large-scale pretrained models for human action recognition.

Authors: PEHLİVAN, SELEN¹ selen.pehlivantort@vtt.fi

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2026, Vol. 34 Issue 3, p437-452. 17p.

Subject Terms: *Human activity recognition, *Machine learning

Security-enhanced elderly monitoring: hybrid HOOF and ConvLSTM3D for protected activity recognition.

Authors: Maddala, Jeevan Babu Akthar, Shaheda

Source: Information Security Journal: A Global Perspective. 2026, Vol. 35 Issue 4, p542-561. 20p.

Human Motion Pattern Recognition Based on the CNN-BiLSTM-Attention Algorithm.

Authors: Yu, Lie Chen, Sijun

Source: IAENG International Journal of Applied Mathematics. Jul2026, Vol. 56 Issue 7, p2509-2523. 15p.

Subjects: Human activity recognition, Machine learning, Rehabilitation, Medical informatics, Detectors, Sports biomechanics

Multimodal Adaptive Graph Convolution: Toward Robust Skeleton-based Action Recognition.

Authors: Guo, Lijuan Xie, Guoshan Mo, Jing et al.

Source: IAENG International Journal of Computer Science. Jun2026, Vol. 53 Issue 6, p2400-2409. 10p.

Subjects: Human activity recognition, Graph neural networks, Learning, Multisensor data fusion, Spatiotemporal processes

Optimized multi-modal action recognition using multi-agent systems and adaptive temporal attention.

Authors: Houssein, Essam H. Mahdy, Mohamed A. Kayed, Mohammed et al.

Source: Scientific Reports. 7/9/2026, Vol. 16 Issue 1, p1-24. 24p.

A multimodal deep learning approach for recognizing individual actions and group interactions from UAV-based aerial monitoring.

Authors: Zahra, Ishrat Wu, Yanfeng Alsolai, Hadeel et al.

Source: Kuwait Journal of Science. Jul2026, Vol. 53 Issue 3, p1-17. 17p.

Design and Experimental Realization of Wearable UWB Antennas for Machine Learning–Driven Human Posture and Activity Recognition.

Authors: Tiwari, Bhawna Gupta, Sindhu Hak Balyan, Vipin et al.

Source: International Journal of Antennas & Propagation; 6/25/2026, Vol. 2026, p1-21, 21p

DMSCNet: A Dilated Multi-Scale Contrastive Attention Network for Sensor-Based Human Activity Recognition.

Authors: Wu, Qingshan Chu, Shengguang Li, Kewen et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 12, p6037, 27p

DHA-eGCN: Differential Hyperedge Attention-Enhanced Graph Convolution Network for Skeleton-Based Human Action Recognition.

Authors: Nugroho, Oskar Ika Adi Lie, Wen-Nung

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3932. 25p.

Deep-Learning-Based Baseline Evaluation of Public WiFi CSI Datasets for Contactless RF-Based Human Activity Recognition.

Authors: Parveen, Tayyaba Khan, Rehan Saeed, Umer et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3821. 18p.

DSHformer: Locality-Sensitive Hash Attention and Prototype Alignment for Sensor-Based Human Activity Recognition.

Authors: Zhang, Xiaofeng Ding, Muzi Teng, Tangzhi et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3803. 28p.

Transfer and Reinforcement Learning as Support Paradigms for Human Activity Recognition in Indoor Environments: A Comprehensive Analysis of Trends, Impact and Future Directions.

Authors: Ariza-Colpas, Paola Patricia Piñeres-Melo, Marlon-Alberto Oviedo-Carrascal, Ana Isabel et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3751. 49p.

STAR: A Privacy-Preserving, Energy-Efficient Edge AI Framework for Human Activity Recognition via Wi-Fi CSI in Mobile and Pervasive Computing Environments.

Authors: Liu, Kexing Zhao, Qiang Wang, Rui et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3692. 20p.

A Camera-Based Visual Sensor Pipeline for Fine-Grained Human Activity Recognition in Classroom Scenes.

Authors: Sun, Cheng Wu, Danning Wu, Zihao et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 12, p3666. 23p.

Application of KNN-DTW Recognition Algorithm based on Fused Features in Tai Chi Movement Evaluation.

Authors: Chen, Sheng Guo, Liya Xiao, Rui et al.

Source: KSII Transactions on Internet & Information Systems; Jun2026, Vol. 20 Issue 6, p3188-3212, 25p

MADS-GCN: A Robust Interactive Memory-Augmented Dual-Stream GCN with Adaptive Spatiotemporal Modeling for Human Action Recognition.

Authors: Wang, Qian Zhou, Yini Shi, Haowen et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5408, 25p

Personalized Human Activity Recognition Method Based on Federated Hierarchical Clustering Learning.

Authors: Wang, Qu^1,2

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5258, 16p

Wearable Multifunctional Sensors for Human Activity Recognition.

Authors: Zhang, Lu Du, Yi Li, Haolong et al.

Source: Sensors (14248220). Jun2026, Vol. 26 Issue 11, p3420. 37p.

Bio-Inspired Adaptive Multimodal Decision Fusion for Intelligent Safety Monitoring in Confined Spaces.

Authors: Li, Xinhai Lian, Zhibin Zhou, Heng et al.

Source: Biomimetics (2313-7673). Jun2026, Vol. 11 Issue 6, p367. 22p.

A Budget-Aware Class-Balanced Active Learning Framework for Imbalanced Wearable Human Activity Recognition.

Authors: Liu, Xinrui Wang, Guodong

Source: Mathematics (2227-7390). Jun2026, Vol. 14 Issue 11, p1932. 13p.