Kévin Bouchard

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Activities Of Daily Living

Mild Cognitive Impairment

Activity Recognition

Top Venues

Publications

Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Hubert Kenfack Ngankam, Maxime Lussier, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes. GoodIT (2024)
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury
Extraction of sequential patterns from the web for human activity recognition. Expert Syst. Appl. 257 (2024)
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention. Sensors 24 (3) (2024)
Virgile Lafontaine, Kévin Bouchard, Julien Maître, Sébastien Gaboury
Generating Synthetic Augmentation Data from a Practical UWB Radar Dataset Using VQ-VAE. GoodIT (2024)
Killian Lachaux, Élodie Gagnon, Florentin Thullier, Claudia Maltais, Julien Maitre, Kévin Bouchard, Cynthia Gagnon, Elise Duchesne, Sébastien Gaboury
Preparing for the Clinical Stage : Lab Development and Testing of Socially Assistive Robot for Physical Health Assessments. GoodIT (2024)
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors. GoodIT (2023)
Richard Nguyen, Rani Baghezza, Benjamin Georges, Charles Gouin-Vallerand, Kévin Bouchard, Maryam Amiri
MRLabeling: Create RGB-D Datasets On-The-Fly using Mixed Reality. ISMAR-Adjunct (2023)
Virgile Lafontaine, Kévin Bouchard, Julien Maître, Sébastien Gaboury
Denoising UWB Radar Data for Human Activity Recognition Using Convolutional Autoencoders. IEEE Access 11 (2023)
Julien Maitre, Kévin Bouchard, Sébastien Gaboury
Data filtering and deep learning for enhanced human activity recognition from UWB radars. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury
Web-based objects detection to discover key objects in human activities. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Rani Baghezza, Kévin Bouchard, Charles Gouin-Vallerand
Recognizing the Age, Gender, and Mobility of Pedestrians in Smart Cities using a CNN-BGRU on Thermal Images. GoodIT (2022)
Alexandre Beaulieu, Florentin Thullier, Kévin Bouchard, Julien Maître, Sébastien Gaboury
Ultra-wideband data as input of a combined EfficientNet and LSTM architecture for human activity recognition. J. Ambient Intell. Smart Environ. 14 (3) (2022)
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury
Web-based human activity recognition using images and descriptive web pages. GoodIT (2022)
Kévin Chapron, Florentin Thullier, Patrick Lapointe, Julien Maître, Kévin Bouchard, Sébastien Gaboury
LIPSHOK: LIARA Portable Smart Home Kit. Sensors 22 (8) (2022)
Rani Baghezza, Kévin Bouchard, Abdenour Bouzouane, Charles Gouin-Vallerand
Profile Recognition for Accessibility and Inclusivity in Smart Cities Using a Thermal Imaging Sensor in an Embedded System. IEEE Internet Things J. 9 (10) (2022)
Thomas Imbeault-Nepton, Julien Maitre, Kévin Bouchard, Sébastien Gaboury
Filtering Data Bins of UWB Radars for Activity Recognition with Random Forest. ANT/EDI40 (2022)
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features. GoodIT (2021)
Florentin Thullier, Alexandre Beaulieu, Julien Maître, Sébastien Gaboury, Kévin Bouchard
A Systematic Evaluation of the XeThru X4 Ultra-Wideband Radar Behavior. EUSPN/ICTH (2021)
Kévin Chapron, Patrick Lapointe, Isabelle Lessard, Hans Darsmstadt-Bélanger, Kévin Bouchard, Cynthia Gagnon, Mélissa Lavoie, Elise Duchesne, Sébastien Gaboury
Acti-DM1: Monitoring the Activity Level of People With Myotonic Dystrophy Type 1 Through Activity and Exercise Recognition. IEEE Access 9 (2021)
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard, Maxime Lussier, Maxime Parenteau, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux
A distributable event-oriented architecture for activity recognition in smart homes. J. Reliab. Intell. Environ. 7 (3) (2021)
Rani Baghezza, Kévin Bouchard, Abdenour Bouzouane, Charles Gouin-Vallerand
From Offline to Real-Time Distributed Activity Recognition in Wireless Sensor Networks for Healthcare: A Review. Sensors 21 (8) (2021)
Kévin Chapron, Kévin Bouchard, Sébastien Gaboury
Real-time gait speed evaluation at home in a multi residents context. Multim. Tools Appl. 80 (9) (2021)
Julien Maitre, Kévin Bouchard, Camille Bertuglia, Sébastien Gaboury
Recognizing activities of daily living from UWB radars and deep learning. Expert Syst. Appl. 164 (2021)
Julien Maitre, Clément Rendu, Kévin Bouchard, Bruno Bouchard, Sébastien Gaboury
Object recognition in performed basic daily activities with a handcrafted data glove prototype. Pattern Recognit. Lett. 147 (2021)
Julien Maitre, Kévin Bouchard, Sébastien Gaboury
Fall Detection With UWB Radars and CNN-LSTM Architecture. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Yannick Francillette, Bob-Antoine Jerry Ménélas, Bruno Bouchard, Kévin Bouchard, Sébastien Gaboury, Célia Kingsbury, Samuel St-Amour, Ahmed J. Romain, Paquito Bernard
Development of a Mobile Exergame to Implement Brief Interventions to Increase Physical Activity for Adults with Schizophrenia. JCSG (2021)
Yannick Francillette, Eric Boucher, Bruno Bouchard, Kévin Bouchard, Sébastien Gaboury
Serious games for people with mental disorders: State of the art of practices to maintain engagement and accessibility. Entertain. Comput. 37 (2021)
Yannick Francillette, Eric Boucher, Nathalie Bier, Maxime Lussier, Kévin Bouchard, Patrícia Belchior, Sébastien Gaboury
Modeling the behavior of persons with mild cognitive impairment or Alzheimer's for intelligent environment simulation. User Model. User Adapt. Interact. 30 (5) (2020)
Rani Baghezza, Kévin Bouchard, Abdenour Bouzouane, Charles Gouin-Vallerand
Activity Recognition in the City using Embedded Systems and Anonymous Sensors. ANT/EDI40 (2020)
Julien Maitre, Kévin Bouchard, Sébastien Gaboury
Classification models for data fusion in human activity recognition: alternative architectures. GOODTECHS (2020)
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard
Towards Using Scientific Publications to Automatically Extract Information on Rare Diseases. Mob. Networks Appl. 25 (3) (2020)
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
Fuzzy Features for Quality Estimation of Activity Instances in a Dataset. GOODTECHS (2020)
Yannick Francillette, Bruno Bouchard, Kévin Bouchard, Sébastien Gaboury
Modeling, learning, and simulating human activities of daily living with behavior trees. Knowl. Inf. Syst. 62 (10) (2020)
Kévin Chapron, Patrick Lapointe, Kévin Bouchard, Sébastien Gaboury
Highly Accurate Bathroom Activity Recognition Using Infrared Proximity Sensors. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Patrick Lapointe, Kévin Chapron, Kévin Bouchard, Sébastien Gaboury
A New Device to Track and Identify people in a Multi-Residents Context. ANT/EDI40 (2020)
Kévin Chapron, Kévin Bouchard, Sébastien Gaboury
Real-time Gait Speed Evaluation at Home. GOODTECHS (2019)
Julien Maitre, Sylvain Hallé, Kévin Bouchard, Sébastien Gaboury
Electric Device Recognition and Recommendation in Real-Time Based on Complex Event Processing for Smart Homes. GOODTECHS (2019)