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Multiple Proposals for Continuous Arabic Sign Language Recognition
M. Hassan
Khaled Assaleh
Known for
Arabic sign language recognition
Pattern classification
2021
Last 3 years
Lifetime
Publications
3
7
114
T. Shanableh
Published in Springer
2019
Volume: 20
   
Issue: 1
Abstract
The deaf community relies on sign language as the primary means of communication. For the millions of people around the world who suffer from hearing loss, interaction with hearing people is quite difficult. The main objective of sign language recognition (SLR) is the development of automatic SLR systems to facilitate communication with the deaf community. Arabic SLR (ArSLR) specifically did not receive much attention until recent years. This work presents a comprehensive comparison between two different recognition techniques for continuous ArSLR, namely a Modified k-Nearest Neighbor which is suitable for sequential data and Hidden Markov Models (HMMs) techniques based on ...
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About the journal
JournalData powered by TypesetSensing and Imaging
PublisherData powered by TypesetSpringer
ISSN15572064
Open AccessNo
Concepts (4)
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    Arabic sign language recognition
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    Pattern classification
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    Feature extraction
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    Motion detectors