ChaLearn Looking at People: Sign Language Recognition in the Wild & Large Scale Signer Independent Isolated SLR Challenge


Isolated Sign Language Recognition With Multi-Scale Spatial-Temporal Graph Convolutional Networks
Manuel Vazquez-Enriquez,
Jose L. Alba-Castro,
Laura Docio-Fernandez,
Eduardo Rodriguez-Banga
[pdf]
[bibtex]
@InProceedings{Vazquez-Enriquez_2021_CVPR, author = {Vazquez-Enriquez, Manuel and Alba-Castro, Jose L. and Docio-Fernandez, Laura and Rodriguez-Banga, Eduardo}, title = {Isolated Sign Language Recognition With Multi-Scale Spatial-Temporal Graph Convolutional Networks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3462-3471} }

Mutual Support of Data Modalities in the Task of Sign Language Recognition
Ivan Gruber,
Zdenek Krnoul,
Marek Hruz,
Jakub Kanis,
Matyas Bohacek
[pdf]
[bibtex]
@InProceedings{Gruber_2021_CVPR, author = {Gruber, Ivan and Krnoul, Zdenek and Hruz, Marek and Kanis, Jakub and Bohacek, Matyas}, title = {Mutual Support of Data Modalities in the Task of Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3424-3433} }

Isolated Sign Recognition From RGB Video Using Pose Flow and Self-Attention
Mathieu De Coster,
Mieke Van Herreweghe,
Joni Dambre
[pdf]
[bibtex]
@InProceedings{De_Coster_2021_CVPR, author = {De Coster, Mathieu and Van Herreweghe, Mieke and Dambre, Joni}, title = {Isolated Sign Recognition From RGB Video Using Pose Flow and Self-Attention}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3441-3450} }

Skeletor: Skeletal Transformers for Robust Body-Pose Estimation
Tao Jiang,
Necati Cihan Camgoz,
Richard Bowden
[pdf] [arXiv]
[bibtex]
@InProceedings{Jiang_2021_CVPR, author = {Jiang, Tao and Camgoz, Necati Cihan and Bowden, Richard}, title = {Skeletor: Skeletal Transformers for Robust Body-Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3394-3402} }

Sign Segmentation With Changepoint-Modulated Pseudo-Labelling
Katrin Renz,
Nicolaj C. Stache,
Neil Fox,
Gul Varol,
Samuel Albanie
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Renz_2021_CVPR, author = {Renz, Katrin and Stache, Nicolaj C. and Fox, Neil and Varol, Gul and Albanie, Samuel}, title = {Sign Segmentation With Changepoint-Modulated Pseudo-Labelling}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3403-3412} }

ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research
Ozge Mercanoglu Sincan,
Julio C. S. Jacques Junior,
Sergio Escalera,
Hacer Yalim Keles
[pdf] [arXiv]
[bibtex]
@InProceedings{Sincan_2021_CVPR, author = {Sincan, Ozge Mercanoglu and Junior, Julio C. S. Jacques and Escalera, Sergio and Keles, Hacer Yalim}, title = {ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3472-3481} }

Skeleton Aware Multi-Modal Sign Language Recognition
Songyao Jiang,
Bin Sun,
Lichen Wang,
Yue Bai,
Kunpeng Li,
Yun Fu
[pdf] [arXiv]
[bibtex]
@InProceedings{Jiang_2021_CVPR, author = {Jiang, Songyao and Sun, Bin and Wang, Lichen and Bai, Yue and Li, Kunpeng and Fu, Yun}, title = {Skeleton Aware Multi-Modal Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3413-3423} }

Sign Language Production: A Review
Razieh Rastgoo,
Kourosh Kiani,
Sergio Escalera,
Mohammad Sabokrou
[pdf] [arXiv]
[bibtex]
@InProceedings{Rastgoo_2021_CVPR, author = {Rastgoo, Razieh and Kiani, Kourosh and Escalera, Sergio and Sabokrou, Mohammad}, title = {Sign Language Production: A Review}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3451-3461} }

Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition
Amit Moryossef,
Ioannis Tsochantaridis,
Joe Dinn,
Necati Cihan Camgoz,
Richard Bowden,
Tao Jiang,
Annette Rios,
Mathias Muller,
Sarah Ebling
[pdf] [arXiv]
[bibtex]
@InProceedings{Moryossef_2021_CVPR, author = {Moryossef, Amit and Tsochantaridis, Ioannis and Dinn, Joe and Camgoz, Necati Cihan and Bowden, Richard and Jiang, Tao and Rios, Annette and Muller, Mathias and Ebling, Sarah}, title = {Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {3434-3440} }