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Browsing Proceedings by Subject "Machine Learning"

Browsing Proceedings by Subject "Machine Learning"

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  • BornoNet: Bangla Handwritten Characters Recognition Using Convolutional Neural Network 
    Rabby, Akm Shahariar Azad; Haque, Sadeka; (Md.), Sanzidul Islam; Abujar, Sheikh; Hossain, Syed Akhter (Elsevier B.V., 2018-11-19)
    Bangla handwriting recognition is becoming an important issue in several years but it becomes a challenge to get good performance due to the alignment and many of them are similar. A simple, lightweight CNN model has been ...
  • EkushNet: Using Convolutional Neural Network for Bangla Handwritten Recognition 
    Rabby, AKM Shahariar Azad; Haque, Sadeka; Abujar, Sheikh; Hossain, Syed Akhter (Elsevier B.V., 2018-11-19)
    EkushNet is the first research which can recognize Bangla handwritten basic characters, digits, modifiers, and compound characters. Handwritten recognition is one of the most interesting issue in present time due to its ...
  • 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 ...
  • A Universal Way to Collect and Process Handwritten Data for Any Language 
    Rabby, AKM Shahariar Azad; Haque, Sadeka; Shahinoor, Shammi Akther; Abujar, Sheikh; Hossain, Syed Akhter (Elsevier B.V., 2018-11-19)
    In recent years researches based on Machine learning and Deep learning have achieved much interest and one of its handwritten recognition. Handwritten recognition is very difficult due to its lack of dataset and also for ...

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