Handwritten Numeral Recognition Integrating Start–End Points Measure with Convolutional Neural Network

Handwritten Numeral Recognition Integrating Start–End Points Measure with Convolutional Neural Network

Convolutional neural network (CNN) based methods have succeeded for handwritten numeral recognition (HNR) applications. However, CNN seems to misclassify similarly shaped numerals (i.e., the silhouette of the numerals that look the same). This paper presents an enhanced HNR system to improve the cla...

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Bibliographic Details
Main Authors: M. A. H. Akhand, Md. Rahat-Uz-Zaman, Shadmaan Hye, Md Abdus Samad Kamal
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Electronics
Subjects:
classification
convolutional neural network
handwritten numeral recognition
start-end writing measure
Online Access:https://www.mdpi.com/2079-9292/12/2/472

Internet

https://www.mdpi.com/2079-9292/12/2/472

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