Metaxas, Dimitris
sign-lang Papers (Co-)Authored by Metaxas, Dimitris
- Diffusion Models for Sign Language Video Anonymization
Xia, Zhaoyang | Zhou, Yang | Han, Ligong | Neidle, Carol | Metaxas, Dimitris (2024)
- A Multimodal Spatio-Temporal GCN Model with Enhancements for Isolated Sign Recognition
Zhou, Yang | Xia, Zhaoyang | Chen, Yuxiao | Neidle, Carol | Metaxas, Dimitris (2024)
- Resources for Computer-Based Sign Recognition from Video, and the Criticality of Consistency of Gloss Labeling across Multiple Large ASL Video Corpora
Neidle, Carol | Opoku, Augustine | Ballard, Carey M. | Dafnis, Konstantinos M. | Chroni, Evgenia | Metaxas, Dimitris (2022)
- Sign Language Video Anonymization
Xia, Zhaoyang | Chen, Yuxiao | Zhangli, Qilong | Huenerfauth, Matt | Neidle, Carol | Metaxas, Dimitris (2022)
- Scalable ASL Sign Recognition using Model-based Machine Learning and Linguistically Annotated Corpora
Metaxas, Dimitris | Dilsizian, Mark | Neidle, Carol (2018)
- NEW Shared & Interconnected ASL Resources: SignStream® 3 Software; DAI 2 for Web Access to Linguistically Annotated Video Corpora; and a Sign Bank
Neidle, Carol | Opoku, Augustine | Dimitriadis, Gregory | Metaxas, Dimitris (2018)
- The Importance of 3D Motion Trajectories for Computer-based Sign Recognition
Dilsizian, Mark | Tang, Zhiqiang | Metaxas, Dimitris | Huenerfauth, Matt | Neidle, Carol (2016)
- Computer-based tracking, analysis, and visualization of linguistically significant non-manual events in American Sign Language (ASL)
Neidle, Carol | Liu, Jingjing | Liu, Bo | Peng, Xi | Vogler, Christian | Metaxas, Dimitris (2014)
- Computer-based recognition of facial expressions in ASL: from face tracking to linguistic interpretation
Michael, Nicholas | Neidle, Carol | Metaxas, Dimitris (2010)
SLTAT Papers (Co-)Authored by Metaxas, Dimitris
- Isolated Sign Recognition using ASL Datasets with Consistent Text-based Gloss Labeling and Curriculum Learning
Dafnis, Konstantinos M. | Chroni, Evgenia | Neidle, Carol | Metaxas, Dimitris (2022)
LREC Papers (Co-)Authored by Metaxas, Dimitris
- Bidirectional Skeleton-Based Isolated Sign Recognition using Graph Convolution Networks and Transfer Learning
Dafnis, Konstantinos M. | Chroni, Evgenia | Neidle, Carol | Metaxas, Dimitris (2022)
- Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition
Metaxas, Dimitris | Dilsizian, Mark | Neidle, Carol (2018)
- Detection of Major ASL Sign Types in Continuous Signing For ASL Recognition
Yanovich, Polina | Neidle, Carol | Metaxas, Dimitris (2016)
- A New Framework for Sign Language Recognition based on 3D Handshape Identification and Linguistic Modeling
Dilsizian, Mark | Yanovich, Polina | Wang, Shu | Neidle, Carol | Metaxas, Dimitris (2014)
- 3D Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL
Liu, Bo | Liu, Jingjing | Yu, Xiang | Metaxas, Dimitris | Neidle, Carol (2014)
- Recognition of Nonmanual Markers in American Sign Language (ASL) Using Non-Parametric Adaptive 2D-3D Face Tracking
Metaxas, Dimitris | Liu, Bo | Yang, Fei | Yang, Peng | Michael, Nicholas | Neidle, Carol (2012)
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@inproceedings{xia:24014:sign-lang:lrec,
author = {Xia, Zhaoyang and Zhou, Yang and Han, Ligong and Neidle, Carol and Metaxas, Dimitris},
title = {Diffusion Models for Sign Language Video Anonymization},
pages = {119--131},
editor = {Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Mesch, Johanna and Schulder, Marc},
booktitle = {Proceedings of the {LREC-COLING} 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources},
maintitle = {2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation ({LREC-COLING} 2024)},
publisher = {{ELRA Language Resources Association (ELRA) and the International Committee on Computational Linguistics (ICCL)}},
address = {Torino, Italy},
day = {25},
month = may,
year = {2024},
isbn = {978-2-493814-30-2},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/24014.pdf}
}
@inproceedings{zhou:24015:sign-lang:lrec,
author = {Zhou, Yang and Xia, Zhaoyang and Chen, Yuxiao and Neidle, Carol and Metaxas, Dimitris},
title = {A Multimodal Spatio-Temporal {GCN} Model with Enhancements for Isolated Sign Recognition},
pages = {132--143},
editor = {Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Mesch, Johanna and Schulder, Marc},
booktitle = {Proceedings of the {LREC-COLING} 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources},
maintitle = {2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation ({LREC-COLING} 2024)},
publisher = {{ELRA Language Resources Association (ELRA) and the International Committee on Computational Linguistics (ICCL)}},
address = {Torino, Italy},
day = {25},
month = may,
year = {2024},
isbn = {978-2-493814-30-2},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/24015.pdf}
}
@inproceedings{neidle:22037:sign-lang:lrec,
author = {Neidle, Carol and Opoku, Augustine and Ballard, Carey M. and Dafnis, Konstantinos M. and Chroni, Evgenia and Metaxas, Dimitris},
title = {Resources for Computer-Based Sign Recognition from Video, and the Criticality of Consistency of Gloss Labeling across Multiple Large {ASL} Video Corpora},
pages = {165--172},
editor = {Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Kristoffersen, Jette and Mesch, Johanna and Schulder, Marc},
booktitle = {Proceedings of the {LREC2022} 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources},
maintitle = {13th International Conference on Language Resources and Evaluation ({LREC} 2022)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Marseille, France},
day = {25},
month = jun,
year = {2022},
isbn = {979-10-95546-86-3},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/22037.pdf}
}
@inproceedings{xia:22038:sign-lang:lrec,
author = {Xia, Zhaoyang and Chen, Yuxiao and Zhangli, Qilong and Huenerfauth, Matt and Neidle, Carol and Metaxas, Dimitris},
title = {Sign Language Video Anonymization},
pages = {202--211},
editor = {Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Kristoffersen, Jette and Mesch, Johanna and Schulder, Marc},
booktitle = {Proceedings of the {LREC2022} 10th Workshop on the Representation and Processing of Sign Languages: Multilingual Sign Language Resources},
maintitle = {13th International Conference on Language Resources and Evaluation ({LREC} 2022)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Marseille, France},
day = {25},
month = jun,
year = {2022},
isbn = {979-10-95546-86-3},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/22038.pdf}
}
@inproceedings{metaxas:18005:sign-lang:lrec,
author = {Metaxas, Dimitris and Dilsizian, Mark and Neidle, Carol},
title = {Scalable {ASL} Sign Recognition using Model-based Machine Learning and Linguistically Annotated Corpora},
pages = {127--132},
editor = {Bono, Mayumi and Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Kristoffersen, Jette and Mesch, Johanna and Osugi, Yutaka},
booktitle = {Proceedings of the {LREC2018} 8th Workshop on the Representation and Processing of Sign Languages: Involving the Language Community},
maintitle = {11th International Conference on Language Resources and Evaluation ({LREC} 2018)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Miyazaki, Japan},
day = {12},
month = may,
year = {2018},
isbn = {979-10-95546-01-6},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/18005.pdf}
}
@inproceedings{neidle:18001:sign-lang:lrec,
author = {Neidle, Carol and Opoku, Augustine and Dimitriadis, Gregory and Metaxas, Dimitris},
title = {New shared {\&} interconnected {ASL} resources: {SignStream{\textregistered}} 3 software; {DAI} 2 for web access to linguistically annotated video corpora; and a sign bank},
pages = {147--154},
editor = {Bono, Mayumi and Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Kristoffersen, Jette and Mesch, Johanna and Osugi, Yutaka},
booktitle = {Proceedings of the {LREC2018} 8th Workshop on the Representation and Processing of Sign Languages: Involving the Language Community},
maintitle = {11th International Conference on Language Resources and Evaluation ({LREC} 2018)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Miyazaki, Japan},
day = {12},
month = may,
year = {2018},
isbn = {979-10-95546-01-6},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/18001.pdf}
}
@inproceedings{dilsizian:16031:sign-lang:lrec,
author = {Dilsizian, Mark and Tang, Zhiqiang and Metaxas, Dimitris and Huenerfauth, Matt and Neidle, Carol},
title = {The Importance of {3D} Motion Trajectories for Computer-based Sign Recognition},
pages = {53--58},
editor = {Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Kristoffersen, Jette and Mesch, Johanna},
booktitle = {Proceedings of the {LREC2016} 7th Workshop on the Representation and Processing of Sign Languages: Corpus Mining},
maintitle = {10th International Conference on Language Resources and Evaluation ({LREC} 2016)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Portoro{\v z}, Slovenia},
day = {28},
month = may,
year = {2016},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/16031.pdf}
}
@inproceedings{neidle:14004:sign-lang:lrec,
author = {Neidle, Carol and Liu, Jingjing and Liu, Bo and Peng, Xi and Vogler, Christian and Metaxas, Dimitris},
title = {Computer-based tracking, analysis, and visualization of linguistically significant non-manual events in {American} {Sign} {Language} ({ASL})},
pages = {127--134},
editor = {Crasborn, Onno and Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and Hochgesang, Julie A. and Kristoffersen, Jette and Mesch, Johanna},
booktitle = {Proceedings of the {LREC2014} 6th Workshop on the Representation and Processing of Sign Languages: Beyond the Manual Channel},
maintitle = {9th International Conference on Language Resources and Evaluation ({LREC} 2014)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Reykjavik, Iceland},
day = {31},
month = may,
year = {2014},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/14004.pdf}
}
@inproceedings{michael:10029:sign-lang:lrec,
author = {Michael, Nicholas and Neidle, Carol and Metaxas, Dimitris},
title = {Computer-based recognition of facial expressions in {ASL}: from face tracking to linguistic interpretation},
pages = {164--167},
editor = {Dreuw, Philippe and Efthimiou, Eleni and Hanke, Thomas and Johnston, Trevor and Mart{\'i}nez Ruiz, Gregorio and Schembri, Adam},
booktitle = {Proceedings of the {LREC2010} 4th Workshop on the Representation and Processing of Sign Languages: Corpora and Sign Language Technologies},
maintitle = {7th International Conference on Language Resources and Evaluation ({LREC} 2010)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Valletta, Malta},
day = {22--23},
month = may,
year = {2010},
language = {english},
url = {https://www.sign-lang.uni-hamburg.de/lrec/pub/10029.pdf}
}
@inproceedings{dafnis:70028:sltat:lrec,
author = {Dafnis, Konstantinos M. and Chroni, Evgenia and Neidle, Carol and Metaxas, Dimitris},
title = {Isolated Sign Recognition using {ASL} Datasets with Consistent Text-based Gloss Labeling and Curriculum Learning},
pages = {13--20},
editor = {Efthimiou, Eleni and Fotinea, Stavroula-Evita and Hanke, Thomas and McDonald, John C. and Shterionov, Dimitar and Wolfe, Rosalee},
booktitle = {Proceedings of the 7th International Workshop on Sign Language Translation and Avatar Technology: The Junction of the Visual and the Textual: Challenges and Perspectives},
maintitle = {13th International Conference on Language Resources and Evaluation ({LREC} 2022)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Marseille, France},
day = {24},
month = jun,
year = {2022},
isbn = {979-10-95546-82-5},
language = {english},
url = {http://www.lrec-conf.org/proceedings/lrec2022/workshops/sltat/pdf/2022.sltat-1.3}
}
@inproceedings{dafnis-etal-2022-bidirectional:lrec,
author = {Dafnis, Konstantinos M. and Chroni, Evgenia and Neidle, Carol and Metaxas, Dimitris},
title = {Bidirectional Skeleton-Based Isolated Sign Recognition using Graph Convolution Networks and Transfer Learning},
pages = {7328--7338},
editor = {Calzolari, Nicoletta and B{\'e}chet, Fr{\'e}d{\'e}ric and Blache, Philippe and Choukri, Khalid and Cieri, Christopher and Declerck, Thierry and Goggi, Sara and Isahara, Hitoshi and Maegaard, Bente and Mariani, Joseph and Mazo, H{\'e}l{\`e}ne and Odijk, Jan and Piperidis, Stelios},
booktitle = {13th International Conference on Language Resources and Evaluation ({LREC} 2022)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Marseille, France},
day = {20--25},
month = jun,
year = {2022},
isbn = {979-10-95546-72-6},
language = {english},
url = {http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.797}
}
@inproceedings{metaxas-etal-2018-linguistically:lrec,
author = {Metaxas, Dimitris and Dilsizian, Mark and Neidle, Carol},
title = {Linguistically-driven Framework for Computationally Efficient and Scalable Sign Recognition},
pages = {1711--1718},
editor = {Calzolari, Nicoletta and Choukri, Khalid and Cieri, Christopher and Declerck, Thierry and Goggi, Sara and Hasida, Koiti and Isahara, Hitoshi and Maegaard, Bente and Mariani, Joseph and Mazo, H{\'e}l{\`e}ne and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios and Tokunaga, Takenobu},
booktitle = {11th International Conference on Language Resources and Evaluation ({LREC} 2018)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Miyazaki, Japan},
day = {7--12},
month = may,
year = {2018},
isbn = {979-10-95546-00-9},
language = {english},
url = {https://aclanthology.org/L18-1271}
}
@inproceedings{yanovich-etal-2016-detection:lrec,
author = {Yanovich, Polina and Neidle, Carol and Metaxas, Dimitris},
title = {Detection of Major {ASL} Sign Types in Continuous Signing For {ASL} Recognition},
pages = {3067--3073},
editor = {Calzolari, Nicoletta and Choukri, Khalid and Declerck, Thierry and Goggi, Sara and Grobelnik, Marko and Maegaard, Bente and Mariani, Joseph and Mazo, H{\'e}l{\`e}ne and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios},
booktitle = {10th International Conference on Language Resources and Evaluation ({LREC} 2016)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Portoro{\v z}, Slovenia},
day = {23--28},
month = may,
year = {2016},
isbn = {978-2-9517408-9-1},
language = {english},
url = {https://aclanthology.org/L16-1490}
}
@inproceedings{dilsizian-etal-2014-new:lrec,
author = {Dilsizian, Mark and Yanovich, Polina and Wang, Shu and Neidle, Carol and Metaxas, Dimitris},
title = {A New Framework for Sign Language Recognition based on 3{D} Handshape Identification and Linguistic Modeling},
pages = {1924--1929},
editor = {Calzolari, Nicoletta and Choukri, Khalid and Declerck, Thierry and Loftsson, Hrafn and Maegaard, Bente and Mariani, Joseph and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios,},
booktitle = {9th International Conference on Language Resources and Evaluation ({LREC} 2014)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Reykjavik, Iceland},
day = {26--31},
month = may,
year = {2014},
isbn = {978-2-9517408-8-4},
language = {english},
url = {http://www.lrec-conf.org/proceedings/lrec2014/pdf/1138_Paper.pdf}
}
@inproceedings{liu-etal-2014-3d:lrec,
author = {Liu, Bo and Liu, Jingjing and Yu, Xiang and Metaxas, Dimitris and Neidle, Carol},
title = {3{D} Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in {ASL}},
pages = {4512--4518},
editor = {Calzolari, Nicoletta and Choukri, Khalid and Declerck, Thierry and Loftsson, Hrafn and Maegaard, Bente and Mariani, Joseph and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios,},
booktitle = {9th International Conference on Language Resources and Evaluation ({LREC} 2014)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Reykjavik, Iceland},
day = {26--31},
month = may,
year = {2014},
isbn = {978-2-9517408-8-4},
language = {english},
url = {http://www.lrec-conf.org/proceedings/lrec2014/pdf/370_Paper.pdf}
}
@inproceedings{metaxas-etal-2012-recognition:lrec,
author = {Metaxas, Dimitris and Liu, Bo and Yang, Fei and Yang, Peng and Michael, Nicholas and Neidle, Carol},
title = {Recognition of Nonmanual Markers in {A}merican {S}ign {L}anguage ({ASL}) Using Non-Parametric Adaptive 2{D}-3{D} Face Tracking},
pages = {2414--2420},
editor = {Calzolari, Nicoletta and Choukri, Khalid and Declerck, Thierry and Do{\u g}an, Mehmet U{\u g}ur and Maegaard, Bente and Mariani, Joseph and Moreno, Asuncion and Odijk, Jan and Piperidis, Stelios},
booktitle = {8th International Conference on Language Resources and Evaluation ({LREC} 2012)},
publisher = {{European Language Resources Association (ELRA)}},
address = {Istanbul, Turkey},
day = {21--27},
month = may,
year = {2012},
isbn = {978-2-9517408-7-7},
language = {english},
url = {http://www.lrec-conf.org/proceedings/lrec2012/pdf/287_Paper.pdf}
}