Robert Cierniak

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 15

Top Topics

Computed Tomography

Reconstruction Method

Regularization Methods

Continuous Data

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Piotr Pluta, Robert Cierniak
A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube. ICCS (2) (2023)
Piotr Pluta, Robert Cierniak
A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot. ICAISC (2) (2023)
Robert Cierniak, Piotr Pluta
An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques. ICCCI (CCIS Volume) (2022)
Robert Cierniak
Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method. ICCS (1) (2022)
Robert Cierniak, Piotr Pluta
A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot. ICAISC (2) (2021)
Robert Cierniak, Piotr Pluta, Marek Waligóra, Zdzislaw Szymanski, Konrad Grzanek, Filip Palka, Vincenzo Piuri
A New Statistical Reconstruction Method for the Computed Tomography Using an X-Ray Tube with Flying Focal Spot. J. Artif. Intell. Soft Comput. Res. 11 (4) (2021)
Robert Cierniak, Piotr Pluta, Andrzej Kazmierczak
A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method. J. Artif. Intell. Soft Comput. Res. 10 (2) (2020)
Robert Cierniak, Piotr Pluta
Statistical Iterative Reconstruction Algorithm Based on a Continuous-to-Continuous Model Formulated for Spiral Cone-Beam CT. ICCS (3) (2020)
Robert Cierniak, Piotr Pluta
Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners. ITIB (2019)
Robert Cierniak, Jaroslaw Bilski, Piotr Pluta, Zbigniew Filutowicz
Realizations of the Statistical Reconstruction Method Based on the Continuous-to-Continuous Data Model. ICAISC (2) (2019)
Robert Cierniak, Piotr Dobosz, Piotr Pluta, Zbigniew Filutowicz
Analytical Realization of the EM Algorithm for Emission Positron Tomography. ICAISC (2) (2018)
Robert Cierniak, Jaroslaw Bilski, Jacek Smolag, Piotr Pluta, Nimit Shah
Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography. ICAISC (1) (2017)
Robert Cierniak
Analytical Statistical Approach for Fan-Beam Scanners. ITIB (1) (2016)
Robert Cierniak, Anna Lorent, Piotr Pluta, Nimit Shah
Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography. ICAISC (2) (2016)
Robert Cierniak, Anna Lorent
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. 52 (2016)
Michal Knas, Robert Cierniak, Olga Yu. Rebrova
An Edge Detection Using 2D Gaussian Function in Computed Tomography. ICAISC (1) (2015)
Michal Knop, Robert Cierniak, Nimit Shah
Video Compression Algorithm Based on Neural Network Structures. ICAISC (1) (2014)
Michal Knas, Robert Cierniak
Computed Tomography Images Denoising with Markov Random Field Model Parametrized by Prewitt Mask. IP&C (2014)
Robert Cierniak
An analytical iterative statistical algorithm for image reconstruction from projections. Int. J. Appl. Math. Comput. Sci. 24 (1) (2014)
Anna Lorent, Robert Cierniak, Piotr Dobosz, Olga Yu. Rebrova
A New Image Reconstruction from Projections Algorithm. ICAISC (1) (2014)
Piotr Dobosz, Robert Cierniak
Using of EM Algorithm to Image Reconstruction Problem with Tomography Noises. IP&C (2013)
Robert Cierniak, Michal Knop
Video Compression Algorithm Based on Neural Networks. ICAISC (1) (2013)
Michal Knas, Robert Cierniak
A Modification of the Parallel Spline Interpolation Algorithms. IP&C (2013)
Robert Cierniak, Anna Lorent
A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem. ICCCI (1) (2012)
Robert Cierniak
A Statistical Appraoch to Image Reconstruction from Projections Problem Using Recurrent Neural Network. ICANN (2) (2010)
Robert Cierniak
A Three-Dimentional Neural Network Based Approach to the Image Reconstruction from Projections Problem. ICAISC (1) (2010)
Robert Cierniak
A Neural Network Optimization-Based Method of Image Reconstruction from Projections. ACIIDS (1) (2010)
Robert Cierniak
New neural network algorithm for image reconstruction from fan-beam projections. Neurocomputing 72 (13-15) (2009)
Robert Cierniak
A Novel Approach to Image Reconstruction Problem from Fan-Beam Projections Using Recurrent Neural Network. ICAISC (2008)
Robert Cierniak
A New Approach to Image Reconstruction from Projections Using a Recurrent Neural Network. Int. J. Appl. Math. Comput. Sci. 18 (2) (2008)
Robert Cierniak
A 2D approach to tomographic image reconstruction using a Hopfield-type neural network. Artif. Intell. Medicine 43 (2) (2008)
Robert Cierniak
A Novel Approach to Image Reconstruction from Discrete Projections Using Hopfield-Type Neural Network. ICAISC (2006)
Robert Cierniak
An Image Compression Algorithm Based on Neural Networks. ICAISC (2004)
Robert Cierniak
Image Compression Based on Soft Computing Techniques. PPAM (2003)
Robert Cierniak, Leszek Rutkowski
On image compression by competitive neural networks and optimal linear predictors. Signal Process. Image Commun. 15 (6) (2000)
Robert Cierniak, Leszek Rutkowski
Neural networks and semi-closed-loop predictive vector quantization for image compression. ICIP (1) (1996)