Comparison of Two Objects Classification Techniques using Hidden Markov Models and Convolutional Neural Networks

This paper presents a comparison between discrete Hidden Markov Models and Convolutional Neural Networks for the image classification task. By fragmenting an image into sections, it is feasible to obtain vectors that represent visual features locally, but if a spatial sequence is established in a fi...

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Bibliographic Details
Main Authors: Carlos Sarmiento, Jesus Savage
Format: Article
Language:English
Published: Russian Academy of Sciences, St. Petersburg Federal Research Center 2020-12-01
Series:Информатика и автоматизация
Subjects:
Online Access:http://ia.spcras.ru/index.php/sp/article/view/14007