Hierarchical Recurrent Deep Fusion Using Adaptive Clip Summarization for Sign Language Translation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2019.2941267
Abstract: Vision-based sign language translation (SLT) is a challenging task due to the complicated variations of facial expressions, gestures, and articulated poses involved in sign linguistics. As a weakly supervised sequence-to-sequence learning problem, in SLT there… read more here.
Keywords: adaptive clip; fusion; language translation; clip ... See more keywords
American Sign Language Translation Using Wearable Inertial and Electromyography Sensors for Tracking Hand Movements and Facial Expressions
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.962141
Abstract: A sign language translation system can break the communication barrier between hearing-impaired people and others. In this paper, a novel American sign language (ASL) translation method based on wearable sensors was proposed. We leveraged inertial… read more here.
Keywords: sign language; language translation; american sign; translation ... See more keywords
Functional Connectivity Signatures Underlying Simultaneous Language Translation in Interpreters and Non-Interpreters of Mandarin and English: An fNIRS Study
Sign Up to like & getrecommendations! Published in 2022 at "Brain Sciences"
DOI: 10.3390/brainsci12020273
Abstract: Recent neuroimaging research has suggested that interpreters and non-interpreters elicit different brain activation patterns during simultaneous language translation. However, whether these two groups have different functional connectivity during such a task, and how the neural… read more here.
Keywords: language translation; functional connectivity; simultaneous language;
A Novel String Grammar Unsupervised Possibilistic C-Medians Algorithm for Sign Language Translation Systems
Sign Up to like & getrecommendations! Published in 2017 at "Symmetry"
DOI: 10.3390/sym9120321
Abstract: Sign language is a basic method for solving communication problems between deaf and hearing people. In order to communicate, deaf and hearing people normally use hand gestures, which include a combination of hand positioning, hand… read more here.
Keywords: language translation; string grammar; hand; language ... See more keywords