Reprojection-Based Numerical Measure of Robustness for CT Reconstruction Neural Network Algorithms

A Smolin, A Yamaev, A Ingacheva, T Shevtsova… - Mathematics, 2022 - mdpi.com
In computed tomography, state-of-the-art reconstruction is based on neural network (NN)
algorithms. However, NN reconstruction algorithms can be not robust to small noise-like …

Measurement Reduction Methods for Processing Tomographic Images

AI Chulichkov, DA Balakin - Sensors, 2023 - mdpi.com
The importance of development of new methods for reconstruction of an object image given
its sinogram and some additional information about the object stems from the possibility of …

Improvement of measurement reduction of tomographic images using non-negativity of brightness

DA Balakin - … Conference on Machine Vision (ICMV 2021), 2022 - spiedigitallibrary.org
The development of new methods for reconstruction of an object image given its sinogram
and some additional information about the object is important due to the possibility of artifact …

To image analysis in computed tomography

M Chukalina, D Nikolaev, A Ingacheva… - … on Machine Vision …, 2017 - spiedigitallibrary.org
The presence of errors in tomographic image may lead to misdiagnosis when computed
tomography (CT) is used in medicine, or the wrong decision about parameters of …

Improving the quality of tomographic images by the methods of the computer-aided measuring systems

AI Chulichkov, EM Molkov… - … Conference on Machine …, 2021 - spiedigitallibrary.org
The development of methods for improving the quality of tomographic images is an urgent
task, as the presence of artifacts and insufficient sharpness of tomography result can cause …

Simulation Model for Evaluation of Nonmonoenergeticity and Scattering Artifacts in Computer Tomography

SP Osipov, KD Mirzoev, SV Chakhlov… - Russian Journal of …, 2021 - Springer
A simulation model is proposed for evaluating nonmonoergeticity and scattering artifacts in
computed tomography in parallel beam geometry using the example of inhomogeneous …

Orthotropic artifacts suppression for THz and x-ray images using guided filtering

AV Dolmatova, EE Berlovskaya… - … on Machine Vision …, 2020 - spiedigitallibrary.org
The paper presents a novel method for suppression of the orthotropic stripe artifacts typical
for sensitive optical detector arrays. The algorithm is based on the guided filtering technique …

Large scale tomographic reconstruction algorithm based on algebraic approach

M Chukalina, I Polyakov, I Terekhin… - … on Machine Vision …, 2019 - spiedigitallibrary.org
The present paper is devoted to the solution of a tomographic reconstruction problem of
using a regularized algebraic approach for large scale data. The paper explores the issues …

Имитационная модель оценки артефактов немоноэнергетичности и рассеяния в компьютерной томографии

СП Осипов, ХД Мирзоев, СВ Чахлов, ОС Осипов… - Дефектоскопия, 2021 - elibrary.ru
Предложена имитационная модель оценки артефактов немоноэнергетичности и
рассеяния в компьютерной томографии в геометрии параллельного пучка на примере …

О мониторинговом подходе к томографической реконструкции

МВ Чукалина, АС Ингачева, КБ Булатов… - Сенсорные …, 2022 - elibrary.ru
Метод рентгеновской томографии находит широкое применение в медицине,
промышленности, таможенном контроле и, конечно, в научных исследованиях, как …