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Browsing DIU Faculty Publication by Author "Mousumi, Sadia Sultana Sharmin"

Browsing DIU Faculty Publication by Author "Mousumi, Sadia Sultana Sharmin"

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  • Ishara-Bochon 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Jessan, Nazmul A.; Rabby, AKM Shahariar Azad; Abujar, Sheikh; Hossain, Syed Akhter (Communications in Computer and Information Science, Springer, 2019-07-20)
    Ishara-Bochon, the first multipurpose comprehensive open access isolated digits dataset for Bangladeshi Sign Language (BdSL) is introduced in this article. Sign language digits is a major part of communication for deaf and ...
  • Ishara-Lipi: The First Complete MultipurposeOpen Access Dataset of Isolated Characters for Bangla Sign Language 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Jessan, Nazmul A.; Rabby, AKM Shahariar Azad; Hossain, Sayed Akhter (IEEE, 2018-12-03)
    Collecting hand gesture data for sign language is too much difficult to researchers. Ishara-Lipi, the first complete isolated characters dataset of Bangla Sign Language (BdSL) is conducted in this article. It will help to ...
  • A Potent Model to Recognize Bangla Sign Language Digits Using Convolutional Neural Network 
    (Md.), Sanzidul Islam; Mousumi, Sadia Sultana Sharmin; Rabby, AKM Shahariar Azad; Hossain, Sayed Akhter; Abujar, Sheikh (Elsevier B.V., 2018-11-19)
    Hearing impaired people have own language called Sign Language but it is difficult for understanding to general people. Sign language is the basic method of communication for deaf people during their everyday of life. Sign ...
  • Sequence-to-sequence Bangla Sentence Generation with LSTM Recurrent Neural Networks 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Abujar, Sheikh; Hossain, Syed Akhter (Procedia Computer Science, Elsevier B.V., 2019-05-31)
    Sequence to sequence text generation is the most efficient approach for automatically converting the script of a word from a source sequence to a target sequence. Text generation is the application of natural language ...
  • A Simple and Mighty Arrowhead Detection Technique of Bangla Sign Language Characters with CNN 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Rabby, AKM Shahariar Azad; Hossain, Syed Akhter (Scopus, 2020)
    Sign Language is argued as the first Language for hearing impaired people. It is the most physical and obvious way for the deaf and dumb people who have speech and hearing problems to convey themselves and general people. ...

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