21 citations · 32 across the 8 of their papers we have counts for
11 papers
1D-Convolutional transformer for Parkinson disease diagnosis from gait
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
This paper presents an efficient deep neural network model for diagnosing Parkinson's disease from gait. More specifically, we introduce a hybrid ConvNet-Transformer architecture t…
Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images
Safwen Naimi, Olfa Koubaa, Wassim Bouachir +5
Lichens are symbiotic organisms composed of fungi, algae, and/or cyanobacteria that thrive in a variety of environments. They play important roles in carbon and nitrogen cycling, a…
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
In this paper, we propose a novel deep learning method based on a new Hybrid ConvNet-Transformer architecture to detect and stage Parkinson's disease (PD) from gait data. We adopt…
Real-time instance segmentation with polygons using an Intersection-over-Union loss
Katia Jodogne-Del Litto, Guillaume-Alexandre Bilodeau
Predicting a binary mask for an object is more accurate but also more computationally expensive than a bounding box. Polygonal masks as developed in CenterPoly can be a good compro…
VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette
Noreen Anwar, Philippe Duplessis-Guindon, Guillaume-Alexandre Bilodeau +1
This paper presents a novel approach for visible-thermal infrared stereoscopy, focusing on the estimation of disparities of human silhouettes. Visible-thermal infrared stereo poses…
GUILGET: GUI Layout GEneration with Transformer
Andrey Sobolevsky, Guillaume-Alexandre Bilodeau, Jinghui Cheng +1
Sketching out Graphical User Interface (GUI) layout is part of the pipeline of designing a GUI and a crucial task for the success of a software application. Arranging all component…