Research Explorer

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Researcher

Mathieu De Coster

Awards & Distinctions

19 Results

2024

Machine translation from signed to spoken languages : state of the art and challenges

Mathieu De CosterDimitar ShterionovMieke Van HerrewegheJoni Dambre

A1 Journal Article in UNIVERSAL ACCESS IN THE INFORMATION SOCIETY

Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)

Mathieu De CosterDimitar ShterionovMieke Van HerrewegheJoni Dambre

Neural sign language recognition and translation : towards sign language applications powered by artificial intelligence

Mathieu De CosterJoni DambreMieke Van Herreweghe

2023

From scarcity to understanding : transfer learning for the extremely low resource Irish sign language

R. HolmesE. RusheMathieu De CosterMaxim BonnaerensS. SatohA. SugimotoA. Ventresque

Querying a sign language dictionary with videos using dense vector search

Mathieu De CosterJoni Dambre

SignON sign language translation : progress and challenges

Vincent VandeghinsteDimitar ShterionovMirella De SistoAoife BradyMathieu De CosterLorraine LeesonJosep BlatFrankie PicronMarcello Paolo ScipioniAditya Parikh et al.

Trends and challenges for sign language recognition with machine learning

J. FinkMathieu De CosterJoni DambreB. Frénay

2022

A corpus for training sign language recognition and translation : the Belgian federal COVID-19 video corpus

Vincent VandeghinsteBob Van DyckMathieu De CosterMaud Goddefroy

Attention analysis of a sign language recognition task on the AUTSL dataset

Jeanne CoppinMathieu De CosterJoni Dambre

BeCoS corpus : Belgian Covid-19 Sign language corpus : a corpus for training sign language recognition and translation

Vincent VandeghinsteBob Van DyckMathieu De CosterMaud GoddefroyJoni Dambre

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Challenges with sign language datasets for sign language recognition and translation

Mirella De SistoVincent VandeghinsteSantiago Egea GomezMathieu De CosterDimitar ShterionovHoracio Saggion

Leveraging frozen pretrained written language models for neural sign language translation

Mathieu De CosterJoni Dambre

A2 Journal Article in INFORMATION

Progress, challenges and innovations of the SignON project

Vincent VandeghinsteMirella De SistoDimitar ShterionovAoife BradyMathieu De CosterLorraine LeesonJosep BlatFrankie PicronMarcello ScipioniAditya Parikh et al.

Sign language translation : ongoing development, challenges and innovations in the SignON project

Dimitar ShterionovMirella De SistoVincent VandeghinsteAoife BradyMathieu De CosterLorraine LeesonJosep BlatFrankie PicronMarcello ScipioniAditya Parikh et al.

2021

Frozen pretrained transformers for neural sign language translation

Mathieu De CosterKarel D'OosterlinckMarija PizuricaPaloma RabaeySeverine VerlindenMieke Van HerrewegheJoni Dambre

Isolated sign recognition from RGB video using pose flow and self-attention

Mathieu De CosterMieke Van HerrewegheJoni Dambre

The SignON project : a sign language translation framework

Dimitar ShterionovVincent VandeghinsteHoracio SaggionJosep BlatMathieu De CosterJoni DambreHenk van den HeuvelIrene MurtaghLorraine LeesonIneke Schuurman

2020

Sign language recognition with transformer networks

Mathieu De CosterMieke Van HerrewegheJoni Dambre

2019

Towards automatic sign language corpus annotation using deep learning

Mathieu De CosterMieke Van HerrewegheJoni Dambre