CVPR 2021 Open Access Repository

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} }