Automatic highlighting of the region of interest in computed tomography images of the lungs

This article discusses the creation of masks for highlighting the lungs in computed tomography images using three methods – the Otsu method, a simple convolutional neural network consisting of 10 identical layers, and the convolutional neural network U-Net. We perform a study and comparison of metho...

Full description

Bibliographic Details
Main Authors: Tatiana Pashina, Andrey Gaidel, Pavel Zelter, Aleksandr Kapishnikov, Artem Nikonorov
Format: Article
Language:English
Published: Samara National Research University 2020-02-01
Series:Компьютерная оптика
Subjects:
Online Access:http://computeroptics.smr.ru/KO/PDF/KO44-1/440110.pdf