Results 11 to 20 of about 28,042 (292)

Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation [PDF]

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Prior work on Sign Language Translation has shown that having a mid-level sign gloss representation (effectively recognizing the individual signs) improves the translation performance drastically. In fact, the current state-of-the-art in translation requires gloss level tokenization in order to work.
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, Richard Bowden   +3 more
openaire   +5 more sources

SignON: Sign Language Translation. Progress and challenges. [PDF]

, 2023
sponsorship: European Commission ...
Vandeghinste, Vincent, Shterionov, Dimitar, De Sisto, Mirella, Brady, Aoife, De Coster, Mathieu, Leeson, Lorraine, Blat, Josep, Picron, Frankie, Scipioni, Marcello Paolo, Parikh, Aditya, ten Bosch, Louis, O'Flaherty, John, Dambre, Joni, Rijckaert, Jorn, Vanroy, Bram, Ubieto Nogales, Victor, Egea Gomez, Santiago, Schuurman, Ineke, Labaka, Gorka, Nunez-Marcos, Adrian, Murtagh, Irene, McGill, Euan, Saggion, Horacio   +22 more
openaire   +5 more sources

A dataset for Moroccan sign language recognition and translationMendeley Data [PDF]

Data in Brief
This paper introduces a new dataset of Moroccan Sign Language (MoSL) that aims for use in sign language recognition and translation research. The dataset has been created by recording 2199 word-level isolated signs by nine native signers in MP4 video ...
Ben Zaid Fatima, Benaddy Mohamed, Boukdir Abdelbasset, El Meslouhi Othmane   +3 more
doaj   +2 more sources

Scaling Sign Language Translation [PDF]

Advances in Neural Information Processing Systems 37
Sign language translation (SLT) addresses the problem of translating information from a sign language in video to a spoken language in text. Existing studies, while showing progress, are often limited to narrow domains and/or few sign languages and struggle with open-domain tasks.
Biao Zhang 0006, Garrett Tanzer, Orhan Firat   +2 more
openaire   +4 more sources

Transformer based sign-to-text translation for Bangladeshi sign language [PDF]

Scientific Reports
Bangladeshi Sign Language is a primary means of communication for many Deaf people in Bangladesh, yet communication with non-signers remains difficult. Most existing systems for this language focus on alphabets or a small set of static signs and do not ...
Tahsinul Haque Dhrubo, Md. Tanzim Reza, Sihab Sahariar, Wasif Afnan Mukto   +3 more
doaj   +2 more sources

Cross-modal Neural Sign Language Translation [PDF]

Proceedings of the 27th ACM International Conference on Multimedia, 2019
Sign Language is the primary means of communication for the majority of the Deaf and hard-of-hearing communities. Current computational approaches in this general research area have focused specifically on sign language recognition and the translation of sign language to text. However, the reverse problem of translating from spoken to sign language has
Amanda Cardoso Duarte, Cardoso Duarte, Amanda   +1 more
openaire   +4 more sources

Survey of Sign Language Recognition and Translation [PDF]

Jisuanji kexue yu tansuo, 2022
Different from spoken languages, sign language is mainly composed of continuous gestures. Sign langu-age recognition and translation are important means of facilitating barrier-free communication between the hearing-impaired and the hearing person.
YAN Siyi, XUE Wanli, YUAN Tiantian
doaj   +1 more source

Sequence-to-Sequence Chinese Continuous Sign Language Recognition and Translation with Multi- layer Attention Mechanism Fusion [PDF]

Jisuanji kexue, 2022
Enabling computers to understand the expressions of signers has been a challenging task that requires considering not only the temporal and spatial information of sign language videos,but also the complexity of sign language grammar.In the continuous ...
ZHOU Le-yuan, ZHANG Jian-hua, YUAN Tian-tian, CHEN Sheng-yong
doaj   +1 more source

Distinguishing selection pressures in an evolving communication system: Evidence from color-naming in “cross signing”

Frontiers in Communication, 2022
Cross-signing—the emergence of an interlanguage between users of different sign languages—offers a rare chance to examine the evolution of a natural communication system in real time. To provide an insight into this process, we analyse an annotated video
Kang-Suk Byun, Kang-Suk Byun, Kang-Suk Byun, Seán G. Roberts, Connie de Vos, Ulrike Zeshan, Stephen C. Levinson   +6 more
doaj   +1 more source

A Survey of Advancements in Real-Time Sign Language Translators: Integration with IoT Technology

Technologies, 2023
Real-time sign language translation systems are of paramount importance in enabling communication for deaf and hard-of-hearing individuals. This population relies on various communication methods, including sign languages and visual techniques, to ...
Maria Papatsimouli, Panos Sarigiannidis, George F. Fragulis   +2 more
doaj   +1 more source