Robert Cierniak

Orcid: 0000-0003-4185-1971

According to our database1, Robert Cierniak authored at least 37 papers between 1996 and 2024.

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Bibliography

2024
A New MLEM Reconstruction Algorithm for Ultra-low Dose PET.
Proceedings of the Advances in Computational Collective Intelligence, 2024

2023
A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube.
Proceedings of the Computational Science - ICCS 2023, 2023

A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022
An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques.
Proceedings of the Advances in Computational Collective Intelligence, 2022

Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
A New Statistical Reconstruction Method for the Computed Tomography Using an X-Ray Tube with Flying Focal Spot.
J. Artif. Intell. Soft Comput. Res., 2021

A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot.
Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020
A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method.
J. Artif. Intell. Soft Comput. Res., 2020

Statistical Iterative Reconstruction Algorithm Based on a Continuous-to-Continuous Model Formulated for Spiral Cone-Beam CT.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners.
Proceedings of the Information Technology in Biomedicine, 2019

Realizations of the Statistical Reconstruction Method Based on the Continuous-to-Continuous Data Model.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018
Analytical Realization of the EM Algorithm for Emission Positron Tomography.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017
Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
Comparison of algebraic and analytical approaches to the formulation of the statistical model-based reconstruction problem for X-ray computed tomography.
Comput. Medical Imaging Graph., 2016

Analytical Statistical Approach for Fan-Beam Scanners.
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015
An Edge Detection Using 2D Gaussian Function in Computed Tomography.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
An analytical iterative statistical algorithm for image reconstruction from projections.
Int. J. Appl. Math. Comput. Sci., 2014

Computed Tomography Images Denoising with Markov Random Field Model Parametrized by Prewitt Mask.
Proceedings of the Image Processing and Communications Challenges 6, 2014

A New Image Reconstruction from Projections Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Video Compression Algorithm Based on Neural Network Structures.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
A Modification of the Parallel Spline Interpolation Algorithms.
Proceedings of the Image Processing and Communications Challenges 5, 2013

Using of EM Algorithm to Image Reconstruction Problem with Tomography Noises.
Proceedings of the Image Processing and Communications Challenges 5, 2013

Video Compression Algorithm Based on Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012
A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

2010
A Statistical Appraoch to Image Reconstruction from Projections Problem Using Recurrent Neural Network.
Proceedings of the Artificial Neural Networks, 2010

A Three-Dimentional Neural Network Based Approach to the Image Reconstruction from Projections Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

A Neural Network Optimization-Based Method of Image Reconstruction from Projections.
Proceedings of the Intelligent Information and Database Systems, 2010

2009
New neural network algorithm for image reconstruction from fan-beam projections.
Neurocomputing, 2009

2008
A 2D approach to tomographic image reconstruction using a Hopfield-type neural network.
Artif. Intell. Medicine, 2008

A New Approach to Image Reconstruction from Projections Using a Recurrent Neural Network.
Int. J. Appl. Math. Comput. Sci., 2008

A Novel Approach to Image Reconstruction Problem from Fan-Beam Projections Using Recurrent Neural Network.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2006
A Novel Approach to Image Reconstruction from Discrete Projections Using Hopfield-Type Neural Network.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2004
An Image Compression Algorithm Based on Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
Image Compression Based on Soft Computing Techniques.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

2000
On image compression by competitive neural networks and optimal linear predictors.
Signal Process. Image Commun., 2000

1996
Neural networks and semi-closed-loop predictive vector quantization for image compression.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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