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Continuous Sign Language Recognition through a Context-Aware Generative Adversarial Network
Sensors, 2021 Continuous sign language recognition is a weakly supervised task dealing with the identification of continuous sign gestures from video sequences, without any prior knowledge about the temporal boundaries between consecutive signs.
Ilias Papastratis +2 more
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A dynamic Malaysian sign language dataset for sign language recognition and translationZenodoZenodo [PDF]
Data in BriefSign languages all around the world are unique and diverse. Each sign language shows the differences in cultural nuances of its origin locale giving it is distinctive nature.
Yuan Ting Chong +6 more
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Video-Based Sign Language Recognition via ResNet and LSTM Network [PDF]
Journal of ImagingSign language recognition technology can help people with hearing impairments to communicate with non-hearing-impaired people. At present, with the rapid development of society, deep learning also provides certain technical support for sign language ...
Jiayu Huang, Varin Chouvatut
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A Static Sign Language Recognition Method Enhanced with Self-Attention Mechanisms [PDF]
SensorsFor the current wearable devices in the application of cross-diversified user groups, it is common to face the technical difficulties of static sign language recognition accuracy attenuation, weak anti-noise ability, and insufficient system robustness ...
Yongxin Wang +3 more
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Continuous Arabic Sign Language Recognition Models [PDF]
SensorsA significant communication gap persists between the deaf and hearing communities, often leaving deaf individuals isolated and marginalised. This challenge is especially pronounced for Arabic-speaking individuals, given the lack of publicly available ...
Nahlah Algethami +5 more
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Sign Language Recognition [PDF]
International Research Journal on Advanced Science Hub, 2021 The goal of this project is to provide a Human Computer Interaction system to resolve the problem faced by the deaf and dumb people. Since the algorithm is not designed on the base of background hand gestures, it is immune to changes in the background image.
null Keerthana P +4 more
+5 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
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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
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International journal of health sciences, 2022 There is an absence of communication with deaf people in our society. To overcome this barrier the introduction of Sign Language (SL) took place. To convey meaning to normal people, sign language makes use of patterns that are visually transmitted sign patterns.
C Nallusamy +3 more
+6 more sources
International Journal for Research in Applied Science and Engineering Technology, 2023 Abstract: People communicate using sign language by visually conveying sign patterns to portray purpose. One method of communicating with deaf-mute people is to use sign language mechanisms. One of the nonverbal communication strategies used in sign language is the hand gesture.
Shriya Dubey +3 more
+6 more sources