Browsing by Author "Abeysinghe, A.K.U.S."

Browsing by Author "Abeysinghe, A.K.U.S."

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  • Intelligent Handwriting Recognition for Preschool Children Using Convolutional Neural Networks (CNNs) 
    Abirami, S.; Jayarathna, J.H.S.S.M.; Abeysinghe, A.K.U.S.; Sakuntharaj, R. (Faculty of Technological Studies, University of Vavuniya, 2025)
    This study addresses the challenge of recognizing handwritten numbers and alphabetic letters produced by preschool children. At this developmental stage, handwriting is often irregular, unstructured, and inconsistent in ...
  • Recognizing Preschool Children Handwriting Using CNN 
    Abirami, S.; Jayarathna, J.H.S.S.M.; Abeysinghe, A.K.U.S.; Sakuntharaj, R. (Korea Database Strategy Society (KDSS), 2026)
    The major difficulty of identifying handwritten numbers and alphabetic letters produced by preschoolers is addressed in this study. It can be challenging for conventional automated recognition systems to correctly interpret ...