A Survey of Human Activity Recognition in Smart Homes Based on IoT
Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep
Learning

A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning

18 October 2021

Damien Bouchabou

Christopher Lohr

Ioannis Kanellos

Papers citing "A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning"

13 / 13 papers shown

Title
Hierarchical and Multimodal Data for Daily Activity Understanding Ghazal Kaviani Yavuz Yarici Seulgi Kim Mohit Prabhushankar Ghassan AlRegib Mashhour Solh Ameya Patil 54 0 0 24 Apr 2025
GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes Michele Fiori Davide Mor Gabriele Civitarese Claudio Bettini 44 0 0 25 Feb 2025
Generative Pretrained Embedding and Hierarchical Irregular Time Series Representation for Daily Living Activity Recognition Damien Bouchabou S. Nguyen AI4TS 34 0 0 27 Dec 2024
An Automated Approach to Collecting and Labeling Time Series Data for Event Detection Using Elastic Node Hardware Tianheng Ling Islam Mansour Chao Qian Gregor Schiele 20 0 0 06 Jul 2024
Maintenance Required: Updating and Extending Bootstrapped Human Activity Recognition Systems for Smart Homes S. Hiremath Thomas Ploetz 21 1 0 20 Jun 2024
Game of LLMs: Discovering Structural Constructs in Activities using Large Language Models S. Hiremath Thomas Ploetz 35 1 0 19 Jun 2024
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST) Megha Thukral Sourish Gunesh Dhekane S. Hiremath H. Haresamudram Thomas Ploetz 43 3 0 20 May 2024
Meta-Decomposition: Dynamic Segmentation Approach Selection in IoT-based Activity Recognition Seyed Mohammad Reza Modaresi A. Osmani Mohammadreza Razzazi A. Chibani 38 0 0 17 Apr 2024
Transfer Learning in Human Activity Recognition: A Survey Sourish Gunesh Dhekane Thomas Ploetz MU AI4TS 38 34 0 18 Jan 2024
On the recognition of the game type based on physiological signals and eye tracking Lukasz Czekaj Lukasz Radzinski Mateusz Kolimaga Jakub Domaszewicz Robert Kitłowski Mariusz Szwoch Wlodzislaw Duch 6 0 0 26 Oct 2023
A Survey on Multi-Resident Activity Recognition in Smart Environments Farhad Shiri Thinagaran Perumal N. Mustapha Raihani Mohamed Mohd Anuaruddin Bin Ahmadon S. Yamaguchi 15 8 0 24 Apr 2023
Using Language Model to Bootstrap Human Activity Recognition Ambient Sensors Based in Smart Homes Damien Bouchabou S. Nguyen Christopher Lohr Benoit Leduc Ioannis Kanellos 6 29 0 23 Nov 2021
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Alina Roitberg David Schneider Aulia Djamal C. Seibold Simon Reiß Rainer Stiefelhagen 36 30 0 12 Jul 2021