Ghent University Academic Bibliography

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

Mathieu De Coster (UGent) , Dimitar Shterionov, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2023) UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. p.1-27
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Isolated sign recognition from RGB video using pose flow and self-attention

Mathieu De Coster (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2021) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). In IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops p.3441-3450
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Frozen pretrained transformers for neural sign language translation

Mathieu De Coster (UGent) , Karel D'Oosterlinck (UGent) , Marija Pizurica (UGent) , Paloma Rabaey (UGent) , Severine Verlinden, Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2021) Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). p.88-97
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Sign language recognition with transformer networks

Mathieu De Coster (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2020) PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). p.6018-6024
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Towards automatic sign language corpus annotation using deep learning

Mathieu De Coster (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2019) 6th Workshop on Sign Language Translation and Avatar Technology (SLTAT).
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Beyond temporal pooling : recurrence and temporal convolutions for gesture recognition in video

Lionel Pigou (UGent) , Aäron van den Oord (UGent) , Sander Dieleman (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2018) INTERNATIONAL JOURNAL OF COMPUTER VISION. 126(2-4). p.430-439
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Gesture and sign language recognition with temporal residual networks

Lionel Pigou (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2017) 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017). In IEEE International Conference on Computer Vision Workshops p.3086-3093
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Sign classification in sign language Corpora with deep neural networks

Lionel Pigou (UGent) , Mieke Van Herreweghe (UGent) and Joni Dambre (UGent)

(2016) International Conference on Language Resources and Evaluation (LREC), Workshop, Proceedings. p.175-178

Academic Bibliography

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

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

Frozen pretrained transformers for neural sign language translation

Sign language recognition with transformer networks

Towards automatic sign language corpus annotation using deep learning

Beyond temporal pooling : recurrence and temporal convolutions for gesture recognition in video

Gesture and sign language recognition with temporal residual networks

Sign classification in sign language Corpora with deep neural networks

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