[PDF][PDF] A new statistical reconstruction method for the computed tomography using an x-ray tube with flying focal spot

R Cierniak, P Pluta, M Waligóra, Z Szymański… - Journal of Artificial …, 2021 - sciendo.com
This paper presents a new image reconstruction method for spiral cone-beam tomography
scanners in which an X-ray tube with a flying focal spot is used. The method is based on …

[PDF][PDF] A practical statistical approach to the reconstruction problem using a single slice rebinning method

R Cierniak, P Pluta, A Kaźmierczak - Journal of Artificial Intelligence …, 2020 - sciendo.com
The paper presented here describes a new practical approach to the reconstruction problem
applied to 3D spiral x-ray tomography. The concept we propose is based on a continuous-to …

[PDF][PDF] An analytical iterative statistical algorithm for image reconstruction from projections

R Cierniak - International Journal of Applied Mathematics and …, 2014 - intapi.sciendo.com
The main purpose of the paper is to present a statistical model-based iterative approach to
the problem of image reconstruction from projections. This originally formulated …

Comparison of algebraic and analytical approaches to the formulation of the statistical model-based reconstruction problem for X-ray computed tomography

R Cierniak, A Lorent - Computerized Medical Imaging and Graphics, 2016 - Elsevier
The main aim of this paper is to investigate properties of our originally formulated statistical
model-based iterative approach applied to the image reconstruction from projections …

A neuronal approach to the statistical image reconstruction from projections problem

R Cierniak, A Lorent - International Conference on Computational …, 2012 - Springer
The image reconstruction from projections problem is still the primary challenge for
designers of the computed tomography devices. The presented paper describes a new …

An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques

R Cierniak, P Pluta - International Conference on Computational …, 2022 - Springer
This original approach to the formulation of a continuous-to-continuous (CC) forward model
can be used as a universal way to design reconstruction algorithms. In this work, we show …

Fast iterative image reconstruction method for 3D computed tomography

R Cierniak - US Patent 9,508,164, 2016 - Google Patents
Y. Censor, Finite series-expansion reconstruction methods, Pro ceeding of the IEEE, vol. 71,
No. 3, pp. 409-419, 1983. K. Sauer, C. Bouman. A local update strategy for iterative recon …

Ultrafast iterative model-based statistical 3D reconstruction algorithm for x-ray computed tomography

R Cierniak, M Knas - Information Technologies in Biomedicine, Volume 3, 2014 - Springer
We present in this paper the orginally formulated 3D reconstruction algorithm for spiral cone-
beam x-ray tomography. Proposed here appraoch is based on the fully analytical …

[PDF][PDF] Machine vision based quantitative analysis method for seedling root system of maize images

X Wang, D He, H Song - Int. Agric. Eng. J, 2018 - researchgate.net
Maize is one of the most cultivated grain crops in the world, and the way to effectively
improve maize yield has become an important issue. Root system is one of the main organs …

Parallel realizations of the iterative statistical reconstruction algorithm for 3D computed tomography

R Cierniak, J Bilski, J Smola̧g, P Pluta… - Artificial Intelligence and …, 2017 - Springer
The presented paper describes a parallel realization of an approach to the reconstruction
problem for 3D spiral x-ray tomography. The reconstruction problem is formulated taking into …