Classification methods for handwritten digit recognition: A survey

Classification methods for handwritten digit recognition: A survey

Introduction/purpose: This paper provides a survey of handwritten digit recognition methods tested on the MNIST dataset. Methods: The paper analyzes, synthesizes and compares the development of different classifiers applied to the handwritten digit recognition problem, from linear classifiers to...

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Bibliographic Details
Main Authors: Ira M. Tuba, Una M. Tuba, Mladen Đ. Veinović
Format: Article
Language:English
Published: University of Defence in Belgrade 2023-01-01
Series:Vojnotehnički Glasnik
Subjects:
handwritten digit recognition
image classification
support vector machine
deep neural networks
convolutional neural networks
hyperparameter optimization
swarm intelligence
mnist
Online Access:https://scindeks.ceon.rs/article.aspx?artid=0042-84692301113T

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