Increasing the efficiency of image processing due to the use of convolutional autoencoders for noise removal

Authors

  • Viktor Sineglazov National Aviation University
  • Igor Yudenko National Aviation University
  • Mykola Bondarenko National Aviation University

Keywords:

image processing, neural network, autoencoder

Abstract

This article is devoted to the use of a convolutional autoencoder for image noise removal. The architecture of a convolutional autoencoder was investigated and its capabilities were tested on examples of noisy images.

Additional Files

Published

2025-03-28

Issue

2024: XI Всесвітній конгрес “Авіація в XXI столітті” – “Безпека в авіації та космічні технології”

Section

Automated intelligent control systems for technological processes and moving objects