Convolutional neural network training incorporating rotation-based generated patterns and handwritten numeral recognition of major Indian scripts

• Main Authors: Akhand, Md Aminul Haque, Ahmed, Mahtab, Rahman, M.M. Hafizur, Islam, Md Monirul
• Format: Article
• Language: English; English; English
• Published: Taylor and Francis Ltd. 2018
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://irep.iium.edu.my/59231/1/59231_Convolutional%20Neural%20Network%20Training%20_article.pdf; http://irep.iium.edu.my/59231/13/59231_Convolutional%20Neural%20Network%20Training%20incorporating%20Rotation_SCOPUS.pdf; http://irep.iium.edu.my/59231/19/59231_Convolutional%20Neural%20Network%20Training%20incorporating%20Rotation-Based%20Generated%20Patterns%20and%20Handwritten%20Numeral%20Recognition%20of%20Major%20Indian%20Scripts_WOS.pdf; http://irep.iium.edu.my/59231/; http://www.tandfonline.com/doi/full/10.1080/03772063.2017.1351322?scroll=top&needAccess=true

Handwritten numeral recognition has gained much interest in recent times because of its diverse application potentials. Bangla and Hindi are the two major languages in Indian subcontinent and a large number of population in vast land scape uses Bangla and Devnagari numeral scripts of these two langu...