Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables

29 April 2016

Papers citing "Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables"

50 / 68 papers shown

Title
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition Xiaozhou Ye Kevin I-Kai Wang 31 0 0 08 May 2025
HearFit+: Personalized Fitness Monitoring via Audio Signals on Smart Speakers Yadong Xie Fan Li Yue Wu Yu-Xiang Wang 45 5 0 30 Mar 2025
D3-Guard: Acoustic-based Drowsy Driving Detection Using Smartphones Yadong Xie Fan Li Yue Wu Song Yang Yu-Xiang Wang 41 42 0 30 Mar 2025
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 76 2 0 11 Nov 2024
SensorLLM: Human-Intuitive Alignment of Multivariate Sensor Data with LLMs for Activity Recognition Zechen Li Shohreh Deldari Linyao Chen Hao Xue Flora D. Salim 46 6 0 14 Oct 2024
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data Eun Som Jeon Hongjun Choi A. Shukla Yuan Wang Hyunglae Lee M. Buman Pavan Turaga 35 3 0 07 Jul 2024
Daily Physical Activity Monitoring -- Adaptive Learning from Multi-source Motion Sensor Data Haoting Zhang Donglin Zhan Yunduan Lin Jinghai He Qing Zhu Z. Shen Zeyu Zheng 40 0 0 26 May 2024
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 40 4 0 22 Oct 2023
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables Taoran Sheng M. Huber SSL HAI 24 20 0 06 Aug 2023
Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition Yao Liu Gangfeng Cui Jiahui Luo Xiaojun Chang L. Yao ViT 3DPC 16 5 0 22 Jul 2023
Siamese Networks for Weakly Supervised Human Activity Recognition Taoran Sheng M. Huber HAI 19 15 0 18 Jul 2023
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition Orhan Konak Alexander Wischmann Robin Van De Water Bert Arnrich 16 3 0 06 Jul 2023
Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning J. Dabrowski Ashfaqur Rahman 14 3 0 20 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 38 4 0 07 Apr 2023
Robust Multimodal Fusion for Human Activity Recognition Sanju Xaviar Xin Yang Omid Ardakanian HAI 29 5 0 08 Mar 2023
Model-based Transfer Learning for Automatic Optical Inspection based on domain discrepancy Erik Isai Valle Salgado Haoxin Yan Yue Hong Peiyuan Zhu Shidong Zhu ... Yanxiang Wen Xiu Li Xiaolin Qian Xiaohao Wang Xinghui Li 21 0 0 14 Jan 2023
Unleashing the Power of Shared Label Structures for Human Activity Recognition Xiyuan Zhang Ranak Roy Chowdhury Jiayun Zhang Dezhi Hong Rajesh K. Gupta Jingbo Shang VLM 18 6 0 01 Jan 2023
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition Shrutarv Awasthi Fernando Moya Rueda Gernot A. Fink 21 1 0 02 Dec 2022
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition Hyeongju Choi Apoorva Beedu H. Haresamudram Irfan Essa 22 5 0 08 Nov 2022
Automatic Assessment of Functional Movement Screening Exercises with Deep Learning Architectures Andreas Spilz M. Munz 11 8 0 03 Oct 2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation Sungho Suh Vitor Fortes Rey P. Lukowicz 30 55 0 14 Sep 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 27 118 0 29 May 2022
Ultra-compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors Francesco Daghero Chenhao Xie Daniele Jahier Pagliari Alessio Burrello Marco Castellano Luca Gandolfi A. Calimera Enrico Macii M. Poncino BDL MQ 35 13 0 25 May 2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition Razvan Brinzea Bulat Khaertdinov S. Asteriadis SSL HAI 51 13 0 20 May 2022
Energy-Latency Attacks via Sponge Poisoning Antonio Emanuele Cinà Ambra Demontis Battista Biggio Fabio Roli Marcello Pelillo SILM 55 29 0 14 Mar 2022
Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition Yimu Wang Kun Yu Yan Wang Huiwen Xue HAI 13 2 0 16 Feb 2022
Attention-Based Sensor Fusion for Human Activity Recognition Using IMU Signals Wenjin Tao Haodong Chen Md Moniruzzaman M. C. Leu Zhaozheng Yi Ruwen Qin 24 10 0 20 Dec 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 32 49 0 29 Nov 2021
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances Shibo Zhang Yaxuan Li Shen Zhang Farzad Shahabi S. Xia Yuanbei Deng N. Alshurafa BDL 23 296 0 31 Oct 2021
Human Activity Recognition using Attribute-Based Neural Networks and Context Information Stefan Lüdtke Fernando Moya Rueda Waqas Ahmed G. Fink T. Kirste HAI 12 4 0 28 Oct 2021
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Young D. Kwon Jagmohan Chauhan Abhishek Kumar Pan Hui Cecilia Mascolo CLL HAI 28 32 0 25 Oct 2021
Tutorial on Deep Learning for Human Activity Recognition Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven BDL HAI 11 2 0 13 Oct 2021
An Activity Recognition Framework for Continuous Monitoring of Non-Steady-State Locomotion of Individuals with Parkinson's Disease M. Kazemimoghadam Nicholas P. Fey 29 6 0 08 Oct 2021
Lightweight Transformer in Federated Setting for Human Activity Recognition Ali Raza K. Tran L. Koehl Shujun Li Xianyi Zeng Khaled Benzaidi MedIm 25 10 0 01 Oct 2021
Multimodal Federated Learning on IoT Data Yuchen Zhao Payam Barnaghi Hamed Haddadi 13 74 0 10 Sep 2021
Improving Deep Learning for HAR with shallow LSTMs Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven HAI AI4TS 20 53 0 02 Aug 2021
Contrastive Predictive Coding for Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 32 118 0 09 Dec 2020
Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring Gautham Krishna Gudur S. K. Perepu FedML 14 37 0 04 Dec 2020
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data Chongyang Wang Yuan Gao Akhil Mathur A. Williams Nicholas D. Lane N. Bianchi-Berthouze 32 34 0 03 Nov 2020
Sense and Learn: Self-Supervision for Omnipresent Sensors Aaqib Saeed Victor Ungureanu Beat Gfeller OOD SSL 22 39 0 28 Sep 2020
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model Ling Pei Songpengcheng Xia Lei Chu Fanyi Xiao Qi Wu Wenxian Yu Zixuan Zhang 37 30 0 20 Sep 2020
Towards Deep Clustering of Human Activities from Wearables Alireza Abedin F. Motlagh Javen Qinfeng Shi S. Hamid Rezatofighi Damith C. Ranasinghe HAI 16 20 0 02 Aug 2020
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors Wenbin Gao Lei Zhang Qi Teng Jun He Hao Wu HAI 19 136 0 25 Jun 2020
Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices Xin-Hua Cheng Lefei Zhang Yin Tang Yue Liu Hao Wu Jun He CVBM 3DH HAI 16 55 0 05 Jun 2020
IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition Hyeokhyen Kwon C. Tong H. Haresamudram Yan Gao G. Abowd Nicholas D. Lane Thomas Ploetz 10 83 0 29 May 2020
Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors Yin Tang Qi Teng Lefei Zhang Fuhong Min Jun He HAI 19 89 0 08 May 2020
Human Activity Recognition using Inertial, Physiological and Environmental Sensors: a Comprehensive Survey Florenc Demrozi G. Pravadelli A. Bihorac Parisa Rashidi 22 233 0 19 Apr 2020
A deep learning approach for lower back-pain risk prediction during manual lifting K. Snyder Thomas Brennan Ming-Lun Lu Rashmi Jha Menekse S. Barim Marie Hayden D. Werren HAI 19 15 0 20 Mar 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 42 619 0 21 Jan 2020
rIoT: Enabling Seamless Context-Aware Automation in the Internet of Things Jie Hua Chenguang Liu T. Kalbarczyk Catherine Wright G. Roman Christine Julien 14 5 0 01 Nov 2019