Functional neuroanatomy of language without speech: An ALE meta‐analysis of sign language
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DOI: 10.1002/hbm.25254
Abstract: Sign language (SL) conveys linguistic information using gestures instead of sounds. Here, we apply a meta‐analytic estimation approach to neuroimaging studies (N = 23; subjects = 316) and ask whether SL comprehension in deaf signers relies… read more here.
Keywords: language; sign language; linguistic information; broca area ... See more keywords
Automatic hand motion analysis for the sign language space management
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DOI: 10.1007/s10044-017-0631-x
Abstract: In this paper, we present a new approach for the sign language (SL) space management based on hand motion analysis from RGB-D data. The aim of this work is to extract the equation of the… read more here.
Keywords: motion; space; analysis; sign ... See more keywords
Building the first comprehensive machine-readable Turkish sign language resource: methods, challenges and solutions
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DOI: 10.1007/s10579-019-09465-5
Abstract: This article describes the procedures employed during the development of the first comprehensive machine-readable Turkish Sign Language (TiD) resource: a bilingual lexical database and a parallel corpus between Turkish and TiD. In addition to sign… read more here.
Keywords: comprehensive machine; first comprehensive; machine readable; sign language ... See more keywords
Grammatical facial expression recognition in sign language discourse: a study at the syntax level
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DOI: 10.1007/s10796-017-9765-z
Abstract: Facial Expression Recognition is an already well-developed research area, mainly due to its applicability in the construction of different system types. Facial expressions are especially important in the area which relates to the construction of… read more here.
Keywords: study; recognition; syntax; language ... See more keywords
Bilingual Cancer Genetic Education Modules for the Deaf Community: Development and Evaluation of the Online Video Material
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DOI: 10.1007/s10897-017-0188-2
Abstract: Health information about inherited forms of cancer and the role of family history in cancer risk for the American Sign Language (ASL) Deaf community, a linguistic and cultural community, needs improvement. Cancer genetic education materials… read more here.
Keywords: video; community; cancer; language ... See more keywords
Extricating Manual and Non-Manual Features for Subunit Level Medical Sign Modelling in Automatic Sign Language Classification and Recognition
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DOI: 10.1007/s10916-017-0819-z
Abstract: Subunit segmenting and modelling in medical sign language is one of the important studies in linguistic-oriented and vision-based Sign Language Recognition (SLR). Many efforts were made in the precedent to focus the functional subunits from… read more here.
Keywords: classification recognition; sign; recognition; medical sign ... See more keywords
Multi-sensor data fusion for sign language recognition based on dynamic Bayesian network and convolutional neural network
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DOI: 10.1007/s11042-018-6939-8
Abstract: A new multi-sensor fusion framework is proposed, which is based on the Convolutional Neural Network (CNN) and the Dynamic Bayesian Network (DBN) for Sign Language Recognition (SLR). In this framework, a Microsoft Kinect, which is… read more here.
Keywords: network; recognition; fusion; sensor ... See more keywords
CNN based feature extraction and classification for sign language
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DOI: 10.1007/s11042-020-09829-y
Abstract: Hand gesture is one of the most prominent ways of communication since the beginning of the human era. Hand gesture recognition extends human-computer interaction (HCI) more convenient and flexible. Therefore, it is important to identify… read more here.
Keywords: recognition; feature extraction; classification; sign language ... See more keywords
A Novel Natural Language Processing (NLP)–Based Machine Translation Model for English to Pakistan Sign Language Translation
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DOI: 10.1007/s12559-020-09731-7
Abstract: Background/Introduction The deaf community in the world uses a gesture-based language, generally known as sign language. Every country has a different sign language; for instance, USA has American Sign Language (ASL) and UK has British… read more here.
Keywords: machine translation; language; translation; sign language ... See more keywords
A study on Arabic sign language recognition for differently abled using advanced machine learning classifiers
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DOI: 10.1007/s12652-020-01790-w
Abstract: This study is proposed to review the sign language recognition system based on different classifier techniques. Mostly the Neural Network and Deep Learning-based classifiers were utilized to recognize the different sign languages and this survey… read more here.
Keywords: recognition; language recognition; arabic sign; sign language ... See more keywords
Sign Language: How the Brain Represents Phonology without Sound
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DOI: 10.1016/j.cub.2020.09.017
Abstract: A rare case of a deaf signer undergoing awake craniotomy has revealed that sensorimotor cortex is functionally organized for signing. Electrocorticography recordings indicated neural tuning to linguistically-relevant handshapes and body locations and distinct neural activity… read more here.
Keywords: phonology without; language brain; phonology; represents phonology ... See more keywords