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Researcher
Mathieu De Coster
Profile
Projects
Publications & Research Data
Activities
Awards & Distinctions
Patents
26
Results
2026
Signbuddy : from sign language research to scalable co-created solutions
Toon Vandendriessche
Caro Brosens
Hannes De Durpel
Mathieu De Coster
Joni Dambre
A1
Journal Article
in
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY
2026
2025
Glasses-in-the Wild Dataset
Louis Adriaens
Thomas Lips
Mathieu De Coster
Andreas Verleysen
Francis wyffels
Research data
2025
Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)
Mathieu De Coster
Dimitar Shterionov
Mieke Van Herreweghe
Joni Dambre
Correction
2025
SPILL : size, pose, and internal liquid level estimation of transparent glassware for robotic bartending
Louis Adriaens
Thomas Lips
Mathieu De Coster
Andreas Verleysen
Francis wyffels
A1
Journal Article
in
IEEE ROBOTICS AND AUTOMATION LETTERS
2025
2024
Challenges with sign language datasets
Vincent Vandeghinste
Mirella De Sisto
Santiago Egea Gómez
Mathieu De Coster
Bookchapter
in
Sign language machine translation
2024
Language resources for European sign languages
Vincent Vandeghinste
Mirella De Sisto
Maria Kopf
Marc Schulder
Caro Brosens
Lien Soetemans
Rehana Omardeen
Frankie Picron
Davy Van Landuyt
Irene Murtagh
et al.
Bookchapter
in
Sign language machine translation
2024
Machine translation from signed to spoken languages : state of the art and challenges
Mathieu De Coster
Dimitar Shterionov
Mieke Van Herreweghe
Joni Dambre
A1
Journal Article
in
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY
2024
Neural sign language recognition and translation : towards sign language applications powered by artificial intelligence
Mathieu De Coster
Joni Dambre
Mieke Van Herreweghe
Dissertation
2024
Predicting errors and failures in human-robot interaction from multi-modal temporal data
Ruben Janssens
Eva Verhelst
Mathieu De Coster
P1
Conference
2024
Sign languages as source language for machine translation : historical overview and challenges
Joni Dambre
Mathieu De Coster
Bookchapter
in
Sign language machine translation
2024
2023
From scarcity to understanding : transfer learning for the extremely low resource Irish sign language
R. Holmes
E. Rushe
Mathieu De Coster
Maxim Bonnaerens
S. Satoh
A. Sugimoto
A. Ventresque
P1
Conference
2023
Querying a sign language dictionary with videos using dense vector search
Mathieu De Coster
Joni Dambre
P1
Conference
2023
SignON : sign language translation : progress and challenges
Vincent Vandeghinste
Dimitar Shterionov
Mirella De Sisto
Aoife Brady
Mathieu De Coster
Lorraine Leeson
Josep Blat
Frankie Picron
Marcello Paolo Scipioni
Aditya Parikh
et al.
C1
Conference
2023
Trends and challenges for sign language recognition with machine learning
J. Fink
Mathieu De Coster
Joni Dambre
B. Frénay
C1
Conference
2023
2022
A corpus for training sign language recognition and translation : the Belgian federal COVID-19 video corpus
Vincent Vandeghinste
Bob Van Dyck
Mathieu De Coster
Maud Goddefroy
C3
Conference
2022
Attention analysis of a sign language recognition task on the AUTSL dataset
Jeanne Coppin
Mathieu De Coster
Joni Dambre
C3
Conference
2022
BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation
Vincent Vandeghinste
Bob Van Dyck
Mathieu De Coster
Maud Goddefroy
Joni Dambre
A2
Journal Article
in
COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL
2022
Challenges with sign language datasets for sign language recognition and translation
Mirella De Sisto
Vincent Vandeghinste
Santiago Egea Gomez
Mathieu De Coster
Dimitar Shterionov
Horacio Saggion
P1
Conference
2022
Leveraging frozen pretrained written language models for neural sign language translation
Mathieu De Coster
Joni Dambre
A2
Journal Article
in
INFORMATION
2022
Progress, challenges and innovations of the SignON project
Vincent Vandeghinste
Mirella De Sisto
Dimitar Shterionov
Aoife Brady
Mathieu De Coster
Lorraine Leeson
Josep Blat
Frankie Picron
Marcello Scipioni
Aditya Parikh
et al.
C3
Conference
2022
Sign language translation : ongoing development, challenges and innovations in the SignON project
Dimitar Shterionov
Mirella De Sisto
Vincent Vandeghinste
Aoife Brady
Mathieu De Coster
Lorraine Leeson
Josep Blat
Frankie Picron
Marcello Scipioni
Aditya Parikh
et al.
C1
Conference
2022
2021
Frozen pretrained transformers for neural sign language translation
Mathieu De Coster
Karel D'Oosterlinck
Marija Pizurica
Paloma Rabaey
Severine Verlinden
Mieke Van Herreweghe
Joni Dambre
C1
Conference
2021
Isolated sign recognition from RGB video using pose flow and self-attention
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
P1
Conference
2021
The SignON project : a sign language translation framework
Dimitar Shterionov
Vincent Vandeghinste
Horacio Saggion
Josep Blat
Mathieu De Coster
Joni Dambre
Henk van den Heuvel
Irene Murtagh
Lorraine Leeson
Ineke Schuurman
C3
Conference
2021
2020
Sign language recognition with transformer networks
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
P1
Conference
2020
2019
Towards automatic sign language corpus annotation using deep learning
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
C3
Conference
2019