Search Results - "Bouchard, Kevin"

AtomGID: An Atomic Gesture Identifier for Qualitative Spatial Reasoning by Bouchard, Kevin, Bouchard, Bruno

“…In this paper, we present a novel non-deep-learning-based approach for real-time object tracking and activity recognition within smart homes, aiming to…”
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Contrastive Self-Supervised Learning for Sensor-Based Human Activity Recognition: A Review by Chen, Hui, Gouin-Vallerand, Charles, Bouchard, Kevin, Gaboury, Sebastien, Couture, Melanie, Bier, Nathalie, Giroux, Sylvain

“…Deep learning models have achieved significant success in human activity recognition, particularly in assisted living and telemonitoring. However, training…”
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Exploiting Passive RFID Technology for Activity Recognition in Smart Homes by Fortin-Simard, Dany, Bilodeau, Jean-Sebastien, Bouchard, Kevin, Gaboury, Sebastien, Bouchard, Bruno, Bouzouane, Abdenour

“…The number of seniors and other people needing daily assistance continues to increase, but the current human resources available to achieve this in the coming…”
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Acti-DM1: Monitoring the Activity Level of People With Myotonic Dystrophy Type 1 Through Activity and Exercise Recognition by Chapron, Kevin, Lapointe, Patrick, Lessard, Isabelle, Darsmstadt-Belanger, Hans, Bouchard, Kevin, Gagnon, Cynthia, Lavoie, Melissa, Duchesne, Elise, Gaboury, Sebastien

“…Myotonic dystrophy type 1 (DM1) is a rare disease where the highest prevalence is found in the small geographical region of Saguenay-Lac-St-Jean in Quebec,…”
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Vibration of the Whole Foot Soles Surface Using an Inexpensive Portable Device to Investigate Age-Related Alterations of Postural Control by Lauzier, Lydiane, Kadri, Mohamed Abdelhafid, Bouchard, Emilie, Bouchard, Kevin, Gaboury, Sébastien, Gagnon, Jean-Michel, Girard, Marie-Pier, Larouche, Andréanne, Robert, Roxane, Lapointe, Patrick, da Silva, Rubens A., Beaulieu, Louis-David

“…Background: Standing on a foam surface is used to investigate how aging affect the ability to keep balance when somatosensory inputs from feet soles become…”
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Codevelopment and Deployment of a System for the Telemonitoring of Activities of Daily Living Among Older Adults Receiving Home Care Services: Protocol for an Action Design Research Study by Lussier, Maxime, Couture, Mélanie, Giroux, Sylvain, Aboujaoudé, Aline, Ngankam, Hubert Kenfack, Pigot, Hélène, Gaboury, Sébastien, Bouchard, Kevin, Bottari, Carolina, Belchior, Patricia, Paré, Guy, Bier, Nathalie

“…Telemonitoring of activities of daily living (ADLs) offers significant potential for gaining a deeper insight into the home care needs of older adults…”
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Fall Detection With UWB Radars and CNN-LSTM Architecture by Maitre, Julien, Bouchard, Kevin, Gaboury, Sebastien

“…Fall detection is a major challenge for researchers. Indeed, a fall can cause injuries such as femoral neck fracture, brain hemorrhage, or skin burns, leading…”
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Extraction of sequential patterns from the web for human activity recognition by Cousyn, Charles, Bouchard, Kévin, Gaboury, Sébastien

“…The prolonged maintenance at home of semi-autonomous people is a challenge that has interested many researchers in the last decade. Meeting this challenge…”
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Mineral grains recognition using computer vision and machine learning by Maitre, Julien, Bouchard, Kévin, Bédard, L. Paul

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From Offline to Real-Time Distributed Activity Recognition in Wireless Sensor Networks for Healthcare: A Review by Baghezza, Rani, Bouchard, Kévin, Bouzouane, Abdenour, Gouin-Vallerand, Charles

“…This review presents the state of the art and a global overview of research challenges of real-time distributed activity recognition in the field of…”
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Enhancing Human Activity Recognition in Smart Homes with Self-Supervised Learning and Self-Attention by Chen, Hui, Gouin-Vallerand, Charles, Bouchard, Kévin, Gaboury, Sébastien, Couture, Mélanie, Bier, Nathalie, Giroux, Sylvain

“…Deep learning models have gained prominence in human activity recognition using ambient sensors, particularly for telemonitoring older adults' daily activities…”
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Accurate RFID Trilateration to Learn and Recognize Spatial Activities in Smart Environment by Bouchard, Kevin, Fortin-Simard, Dany, Gaboury, Sebastien, Bouchard, Bruno, Bouzouane, Abdenour

“…The rapid adoption of wireless communication and sensors technology has raised the awareness of many laboratories about the field of network embedded system…”
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Object recognition in performed basic daily activities with a handcrafted data glove prototype by Maitre, Julien, Rendu, Clément, Bouchard, Kévin, Bouchard, Bruno, Gaboury, Sébastien

“…•Performing object recognition with a new prototype of data glove.•Creation of a unique dataset containing 14 grasped objects.•Experiments (basic daily…”
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Towards Using Scientific Publications to Automatically Extract Information on Rare Diseases by Cousyn, Charles, Bouchard, Kévin, Gaboury, Sébastien, Bouchard, Bruno

“…A small percentage of the population is afflicted by what is called an orphan or a rare disease. All over the world, there are about several thousand of these…”
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Deep-Learning-Based Automatic Mineral Grain Segmentation and Recognition by Ghazanfar Latif, Kévin Bouchard, Julien Maitre, Arnaud Back, Léo Paul Bédard

“…A multitude of applications in engineering, ore processing, mineral exploration, and environmental science require grain recognition and the counting of…”
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Web-based objects detection to discover key objects in human activities by Cousyn, Charles, Bouchard, Kévin, Gaboury, Sébastien

“…Aging in place has garnered a lot of interest in the past decade among researchers and politicians. It presents itself as a humane and cost-efficient solution…”
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Modeling, learning, and simulating human activities of daily living with behavior trees by Francillette, Yannick, Bouchard, Bruno, Bouchard, Kévin, Gaboury, Sébastien

“…Autonomy is a key factor in the quality of life of a person. With the aging of the population, an increasing number of people suffers from a reduced level of…”
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Real-time gait speed evaluation at home in a multi residents context by Chapron, Kévin, Bouchard, Kévin, Gaboury, Sébastien

“…In recent years, the aging of the population has attracted considerable attention in the scientific community. An important fact is an increasing number of…”
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LIPSHOK: LIARA Portable Smart Home Kit by Chapron, Kévin, Thullier, Florentin, Lapointe, Patrick, Maître, Julien, Bouchard, Kévin, Gaboury, Sébastien

“…Several smart home architecture implementations have been proposed in the last decade. These architectures are mostly deployed in laboratories or inside real…”
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Modeling the behavior of persons with mild cognitive impairment or Alzheimer’s for intelligent environment simulation by Francillette, Yannick, Boucher, Eric, Bier, Nathalie, Lussier, Maxime, Bouchard, Kévin, Belchior, Patricia, Gaboury, Sébastien

“…Intelligent environments may improve the independence and quality of life of persons with mild cognitive impairment (MCI) or Alzheimer’s disease (AD) through…”
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