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 / 154 papers shown

Title
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition B. Kann Sandra Castellanos-Paez Romain Rombourg P. Lalanda CLL VLM 30 0 0 10 May 2025
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition Xiaozhou Ye Kevin I-Kai Wang 58 0 0 08 May 2025
Diffusion-Driven Inertial Generated Data for Smartphone Location Classification Noa Cohen Rotem Dror Itzik Klein DiffM 64 0 0 20 Apr 2025
HearFit+: Personalized Fitness Monitoring via Audio Signals on Smart Speakers Yadong Xie Fan Li Yue Wu Yu Wang 155 6 0 30 Mar 2025
D3-Guard: Acoustic-based Drowsy Driving Detection Using Smartphones Yadong Xie Fan Li Yue Wu Song Yang Yu Wang 96 43 0 30 Mar 2025
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning Di Xiong Shuoyuan Wang Lei Zhang Wenbo Huang Chaolei Han 101 0 0 18 Dec 2024
Detecting Daily Living Gait Amid Huntington's Disease Chorea using a Foundation Deep Learning Model Dafna Schwartz Lori Quinn Nora E. Fritz Lisa M. Muratori Jeffery M. Hausdorff Ran Gilad Bachrach 108 0 0 15 Dec 2024
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 183 3 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 121 6 0 14 Oct 2024
A Critical Analysis on Machine Learning Techniques for Video-based Human Activity Recognition of Surveillance Systems: A Review Shahriar Jahan Roknuzzaman Md Robiul Islam 33 4 0 01 Sep 2024
Consistency Based Weakly Self-Supervised Learning for Human Activity Recognition with Wearables Taoran Sheng Manfred Huber SSL 45 1 0 29 Jul 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 60 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 72 0 0 26 May 2024
Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention Shuai Shao Yu Guan Victor Sanchez 55 2 0 21 May 2024
ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Waves Around the Body Saif Mahmud Vineet Parikh Qikang Liang Ke Li Ruidong Zhang Ashwin Ajit Vipin Gunda Devansh Agarwal Franccois Guimbretiere Cheng Zhang 77 4 0 22 Apr 2024
Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition Jianguo Pan Zhengxin Hu Lingdun Zhang Xia Cai AI4TS 33 2 0 28 Mar 2024
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes P. Srivatsa Thomas Plötz GNN 50 2 0 16 Nov 2023
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition Megha Thukral H. Haresamudram Thomas Ploetz 97 8 0 22 Oct 2023
A Multi-Stage Temporal Convolutional Network for Volleyball Jumps Classification Using a Waist-Mounted IMU Meng Shang Camilla De Bleecker Jos Vanrenterghem R. D. Ridder Sabine Verschueren Carolina Varon W. de Raedt Bart Vanrumste 23 3 0 19 Oct 2023
Too Good To Be True: performance overestimation in (re)current practices for Human Activity Recognition Andres Tello Victoria Degeler Alexander Lazovik 25 1 0 18 Oct 2023
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables Taoran Sheng Manfred Huber SSL HAI 63 21 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 79 5 0 22 Jul 2023
Siamese Networks for Weakly Supervised Human Activity Recognition Taoran Sheng Manfred Huber HAI 60 15 0 18 Jul 2023
randomHAR: Improving Ensemble Deep Learners for Human Activity Recognition with Sensor Selection and Reinforcement Learning Yiran Huang Yexu Zhou T. Riedel Likun Fang Michael Beigl HAI 64 1 0 15 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 21 3 0 06 Jul 2023
Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition Mireille el Assal Pierre Tirilly Ioan Marius Bilasco 74 3 0 23 Jun 2023
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 98 8 0 01 Jun 2023
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning Xin Qin Jindong Wang Shuo Ma Wang Lu Yongchun Zhu Xingxu Xie Yiqiang Chen AI4TS 78 14 0 25 May 2023
ConvBoost: Boosting ConvNets for Sensor-based Activity Recognition Shuai Shao Yu Guan B. Zhai P. Missier Thomas Ploetz HAI 53 8 0 22 May 2023
Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning J. Dabrowski Ashfaqur Rahman 41 3 0 20 Apr 2023
Contactless Human Activity Recognition using Deep Learning with Flexible and Scalable Software Define Radio M. Z. Khan Jawad Ahmad W. Boulila Matthew Broadbent Syed Aziz Shah Anis Koubaa Q. Abbasi 34 6 0 18 Apr 2023
WEAR: An Outdoor Sports Dataset for Wearable and Egocentric Activity Recognition Marius Bock Hilde Kuehne Kristof Van Laerhoven Michael Moeller EgoV 155 28 0 11 Apr 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 112 4 0 07 Apr 2023
Robust Multimodal Fusion for Human Activity Recognition Sanju Xaviar Xin Yang Omid Ardakanian HAI 69 5 0 08 Mar 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 149 108 0 06 Feb 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 23 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 77 8 0 01 Jan 2023
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition Shuai Shao Yushi Guan Xin Guan P. Missier Thomas Ploetz HAI 119 2 0 23 Dec 2022
Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition Shrutarv Awasthi Fernando Moya Rueda Gernot A. Fink 60 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 55 5 0 08 Nov 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition Bulat Khaertdinov S. Asteriadis 81 9 0 07 Oct 2022
Automatic Assessment of Functional Movement Screening Exercises with Deep Learning Architectures Andreas Spilz M. Munz 32 12 0 03 Oct 2022
Efficient Deep Clustering of Human Activities and How to Improve Evaluation Louis Mahon Thomas Lukasiewicz HAI 48 4 0 17 Sep 2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation Sungho Suh Vitor Fortes Rey P. Lukowicz 97 63 0 14 Sep 2022
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks Francesco Daghero Luca Bompani Chen Xie Marco Castellano Luca Gandolfi A. Calimera Enrico Macii Massimo Poncino Daniele Jahier Pagliari BDL HAI 63 24 0 02 Sep 2022
Beyond the Gates of Euclidean Space: Temporal-Discrimination-Fusions and Attention-based Graph Neural Network for Human Activity Recognition Nafees Ahmad S. Chow Ho-fung Leung 25 0 0 10 Jun 2022
Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data H. Yuan Shing Chan Andrew P. Creagh C. Tong Aidan Acquah David Clifton Aiden Doherty SSL 103 92 0 06 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 107 125 0 29 May 2022
Ultra-compact Binary Neural Networks for Human Activity Recognition on RISC-V Processors Francesco Daghero Chenhao Xie Daniele Jahier Pagliari Luca Bompani Marco Castellano Luca Gandolfi A. Calimera Enrico Macii Massimo Poncino BDL MQ 93 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 92 13 0 20 May 2022