Kévin Bouchard

41 papers Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
A Unified Framework for Human Activity Recognition Data Preprocessing.
SEBD
Sara Comai, Davide Mangano, Kévin Bouchard, Fabio Salice
2025 J jnl
A uniform approach to HAR recognition in unobtrusive indoor monitoring systems.
J. Reliab. Intell. Environ.
Fabio Salice, Davide Mangano, Kévin Bouchard, Sara Comai
2024 J jnl
A framework for microscopic grains segmentation and Classification for Minerals Recognition using hybrid features.
Earth Sci. Informatics
Ghazanfar Latif, Kévin Bouchard, Julien Maitre, Arnaud Back, Léo Paul Bédard
2024 J jnl
Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition: A Review.
IEEE Access
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2024 J jnl
Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention.
Sensors
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2024 J jnl
Extraction of sequential patterns from the web for human activity recognition.
Expert Syst. Appl.
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury
2024 — conf
Generating Synthetic Augmentation Data from a Practical UWB Radar Dataset Using VQ-VAE.
GoodIT
Virgile Lafontaine, Kévin Bouchard, Julien Maître, Sébastien Gaboury
2024 — conf
Preparing for the Clinical Stage : Lab Development and Testing of Socially Assistive Robot for Physical Health Assessments.
GoodIT
Killian Lachaux, Élodie Gagnon, Florentin Thullier, Claudia Maltais, Julien Maitre, Kévin Bouchard, Cynthia Gagnon, Elise Duchesne, Sébastien Gaboury
2024 — conf
Utilizing Self-Supervised Learning for Recognizing Human Activity in Older Adults through Labeling Applications in Real-World Smart Homes.
GoodIT
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Hubert Kenfack Ngankam, Maxime Lussier, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2023 J jnl
Data filtering and deep learning for enhanced human activity recognition from UWB radars.
J. Ambient Intell. Humaniz. Comput.
Julien Maitre, Kévin Bouchard, Sébastien Gaboury
2023 J jnl
Denoising UWB Radar Data for Human Activity Recognition Using Convolutional Autoencoders.
IEEE Access
Virgile Lafontaine, Kévin Bouchard, Julien Maître, Sébastien Gaboury
2023 — conf
Leveraging Self-Supervised Learning for Human Activity Recognition with Ambient Sensors.
GoodIT
Hui Chen, Charles Gouin-Vallerand, Kévin Bouchard, Sébastien Gaboury, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2023 — conf
MRLabeling: Create RGB-D Datasets On-The-Fly using Mixed Reality.
ISMAR-Adjunct
Richard Nguyen, Rani Baghezza, Benjamin Georges, Charles Gouin-Vallerand, Kévin Bouchard, Maryam Amiri
2023 J jnl
Web-based objects detection to discover key objects in human activities.
J. Ambient Intell. Humaniz. Comput.
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury
2022 — conf
Filtering Data Bins of UWB Radars for Activity Recognition with Random Forest.
ANT/EDI40
Thomas Imbeault-Nepton, Julien Maitre, Kévin Bouchard, Sébastien Gaboury
2022 J jnl
LIPSHOK: LIARA Portable Smart Home Kit.
Sensors
Kévin Chapron, Florentin Thullier, Patrick Lapointe, Julien Maître, Kévin Bouchard, Sébastien Gaboury
2022 J jnl
Profile Recognition for Accessibility and Inclusivity in Smart Cities Using a Thermal Imaging Sensor in an Embedded System.
IEEE Internet Things J.
Rani Baghezza, Kévin Bouchard, Abdenour Bouzouane, Charles Gouin-Vallerand
2022 — conf
Recognizing the Age, Gender, and Mobility of Pedestrians in Smart Cities using a CNN-BGRU on Thermal Images.
GoodIT
Rani Baghezza, Kévin Bouchard, Charles Gouin-Vallerand
2022 J jnl
Ultra-wideband data as input of a combined EfficientNet and LSTM architecture for human activity recognition.
J. Ambient Intell. Smart Environ.
Alexandre Beaulieu, Florentin Thullier, Kévin Bouchard, Julien Maître, Sébastien Gaboury
2022 — conf
Web-based human activity recognition using images and descriptive web pages.
GoodIT
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury
2021 — conf
A Systematic Evaluation of the XeThru X4 Ultra-Wideband Radar Behavior.
EUSPN/ICTH
Florentin Thullier, Alexandre Beaulieu, Julien Maître, Sébastien Gaboury, Kévin Bouchard
2021 J jnl
A distributable event-oriented architecture for activity recognition in smart homes.
J. Reliab. Intell. Environ.
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard, Maxime Lussier, Maxime Parenteau, Catherine Laliberté, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2021 J jnl
Acti-DM1: Monitoring the Activity Level of People With Myotonic Dystrophy Type 1 Through Activity and Exercise Recognition.
IEEE Access
Kévin Chapron, Patrick Lapointe, Isabelle Lessard, Hans Darsmstadt-Bélanger, Kévin Bouchard, Cynthia Gagnon, Mélissa Lavoie, Elise Duchesne, Sébastien Gaboury
2021 — conf
Development of a Mobile Exergame to Implement Brief Interventions to Increase Physical Activity for Adults with Schizophrenia.
JCSG
Yannick Francillette, Bob-Antoine Jerry Ménélas, Bruno Bouchard, Kévin Bouchard, Sébastien Gaboury, Célia Kingsbury, Samuel St-Amour, Ahmed Jérome Romain, Paquito Bernard
2021 J jnl
Fall Detection With UWB Radars and CNN-LSTM Architecture.
IEEE J. Biomed. Health Informatics
Julien Maitre, Kévin Bouchard, Sébastien Gaboury
2021 J jnl
From Offline to Real-Time Distributed Activity Recognition in Wireless Sensor Networks for Healthcare: A Review.
Sensors
Rani Baghezza, Kévin Bouchard, Abdenour Bouzouane, Charles Gouin-Vallerand
2021 — conf
Handling of Labeling Uncertainty in Smart Homes using Generalizable Fuzzy Features.
GoodIT
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2021 J jnl
Object recognition in performed basic daily activities with a handcrafted data glove prototype.
Pattern Recognit. Lett.
Julien Maitre, Clément Rendu, Kévin Bouchard, Bruno Bouchard, Sébastien Gaboury
2021 J jnl
Real-time gait speed evaluation at home in a multi residents context.
Multim. Tools Appl.
Kévin Chapron, Kévin Bouchard, Sébastien Gaboury
2021 J jnl
Recognizing activities of daily living from UWB radars and deep learning.
Expert Syst. Appl.
Julien Maitre, Kévin Bouchard, Camille Bertuglia, Sébastien Gaboury
2021 J jnl
Serious games for people with mental disorders: State of the art of practices to maintain engagement and accessibility.
Entertain. Comput.
Yannick Francillette, Eric Boucher, Bruno Bouchard, Kévin Bouchard, Sébastien Gaboury
2020 — conf
A New Device to Track and Identify people in a Multi-Residents Context.
ANT/EDI40
Patrick Lapointe, Kévin Chapron, Kévin Bouchard, Sébastien Gaboury
2020 — conf
Activity Recognition in the City using Embedded Systems and Anonymous Sensors.
ANT/EDI40
Rani Baghezza, Kévin Bouchard, Abdenour Bouzouane, Charles Gouin-Vallerand
2020 — conf
Classification models for data fusion in human activity recognition: alternative architectures.
GOODTECHS
Julien Maitre, Kévin Bouchard, Sébastien Gaboury
2020 — conf
Fuzzy Features for Quality Estimation of Activity Instances in a Dataset.
GOODTECHS
Cédric Demongivert, Kévin Bouchard, Sébastien Gaboury, Maxime Lussier, Hubert Kenfack Ngankam, Mélanie Couture, Nathalie Bier, Sylvain Giroux
2020 J jnl
Highly Accurate Bathroom Activity Recognition Using Infrared Proximity Sensors.
IEEE J. Biomed. Health Informatics
Kévin Chapron, Patrick Lapointe, Kévin Bouchard, Sébastien Gaboury
2020 J jnl
Modeling the behavior of persons with mild cognitive impairment or Alzheimer's for intelligent environment simulation.
User Model. User Adapt. Interact.
Yannick Francillette, Eric Boucher, Nathalie Bier, Maxime Lussier, Kévin Bouchard, Patrícia Belchior, Sébastien Gaboury
2020 J jnl
Modeling, learning, and simulating human activities of daily living with behavior trees.
Knowl. Inf. Syst.
Yannick Francillette, Bruno Bouchard, Kévin Bouchard, Sébastien Gaboury
2020 J jnl
Towards Using Scientific Publications to Automatically Extract Information on Rare Diseases.
Mob. Networks Appl.
Charles Cousyn, Kévin Bouchard, Sébastien Gaboury, Bruno Bouchard
2019 — conf
Electric Device Recognition and Recommendation in Real-Time Based on Complex Event Processing for Smart Homes.
GOODTECHS
Julien Maitre, Sylvain Hallé, Kévin Bouchard, Sébastien Gaboury
2019 — conf
Real-time Gait Speed Evaluation at Home.
GOODTECHS
Kévin Chapron, Kévin Bouchard, Sébastien Gaboury