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Profesor zwyczajny
Kierownik katedry
Zespoły badawcze:
Struktury i metody uczenia sieci neuronowych
Prowadzone zajęcia:
Programowanie niskopoziomowe lab
Systemy inteligentne w diagnostyce i medycynie lab
Systemy inteligentne w diagnostyce i medycynie wyk
prof. dr hab. inż.
Robert Cierniak
Publikacje (43)
2023 (2)
Pluta P., Cierniak R., A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot. (0)
A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot
, A New Rebinning Reconstruction Method for the Low Dose CT Scanners with Flying Focal Spot, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14126 LNAI, 14126 LNAI, 269-278, 2023, Liczba cytowań: 0
Pluta P., Cierniak R., A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube. (0)
A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube
, A New Statistical Approach to Image Reconstruction with Rebinning for the X-Ray CT Scanners with Flying Focal Spot Tube, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14074 LNCS, 14074 LNCS, 670-677, 2023, Liczba cytowań: 02022 (3)
Cierniak R., Bilski J., Pluta P., Implementations of statistical reconstruction algorithm for CT scanners with flying focal spot. (0)
Implementations of statistical reconstruction algorithm for CT scanners with flying focal spot
, Implementations of statistical reconstruction algorithm for CT scanners with flying focal spot, Proceedings of SPIE - The International Society for Optical Engineering, 12304, 12304, 2022, Liczba cytowań: 0
Cierniak R., Pluta P., An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques. (0)
An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques
, An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques, Communications in Computer and Information Science, 1653 CCIS, 1653 CCIS, 396-405, 2022, Liczba cytowań: 0
Cierniak R., Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method. (0)
Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method
, Continuous-to-Continuous Data Model vs. Discrete-to-Discrete Data Model for the Statistical Iterative Reconstruction Method, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13351 LNCS, 13351 LNCS, 493-506, 2022, Liczba cytowań: 02021 (2)
Cierniak R., Pluta P., A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot. (0)
A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot
, A New Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12855 LNAI, 12855 LNAI, 431-441, 2021, Liczba cytowań: 0
Cierniak R., Pluta P., Waligora M., Szymanski Z., Grzanek K., Palka F., Piuri V., A New Statistical Reconstruction Method for the Computed Tomography Using an X-Ray Tube with Flying Focal Spot. (8)
A New Statistical Reconstruction Method for the Computed Tomography Using an X-Ray Tube with Flying Focal Spot
, A New Statistical Reconstruction Method for the Computed Tomography Using an X-Ray Tube with Flying Focal Spot, Journal of Artificial Intelligence and Soft Computing Research, 11, 11, 271-286, 2021, Liczba cytowań: 82020 (2)
Cierniak R., Pluta P., Statistical iterative reconstruction algorithm based on a continuous-to-continuous model formulated for spiral cone-beam ct. (2)
Statistical iterative reconstruction algorithm based on a continuous-to-continuous model formulated for spiral cone-beam ct
, Statistical iterative reconstruction algorithm based on a continuous-to-continuous model formulated for spiral cone-beam ct, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12139 LNCS, 12139 LNCS, 613-620, 2020, Liczba cytowań: 2
Cierniak R., Pluta P., KaAmierczak A., A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method. (12)
A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method
, A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method, Journal of Artificial Intelligence and Soft Computing Research, 10, 10, 137-149, 2020, Liczba cytowań: 122019 (3)
Cierniak R., Bilski J., Pluta P., Filutowicz Z., Realizations of the statistical reconstruction method based on the continuous-to-continuous data model. (0)
Realizations of the statistical reconstruction method based on the continuous-to-continuous data model
, Realizations of the statistical reconstruction method based on the continuous-to-continuous data model, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11509 LNAI, 11509 LNAI, 149-156, 2019, Liczba cytowań: 0
Cierniak R., Dobosz P., Grzybowski A., EM-ML algorithm based on continuous-to-continuous model for PET. (0)
EM-ML algorithm based on continuous-to-continuous model for PET
, EM-ML algorithm based on continuous-to-continuous model for PET, Proceedings of SPIE - The International Society for Optical Engineering, 11072, 11072, 2019, Liczba cytowań: 0
Cierniak R., Pluta P., Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners. (0)
Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners
, Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners, Advances in Intelligent Systems and Computing, 1011, 1011, 56-66, 2019, Liczba cytowań: 02018 (1)
Cierniak R., Dobosz P., Pluta P., Filutowicz P., Analytical realization of the EM algorithm for emission positron tomography. (0)
Analytical realization of the EM algorithm for emission positron tomography
, Analytical realization of the EM algorithm for emission positron tomography, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10842 LNAI, 10842 LNAI, 127-136, 2018, Liczba cytowań: 02017 (1)
Cierniak R., Bilski J., Smolag J., Pluta P., Shah N., Parallel realizations of the iterative statistical reconstruction algorithm for 3D computed tomography. (1)
Parallel realizations of the iterative statistical reconstruction algorithm for 3D computed tomography
, Parallel realizations of the iterative statistical reconstruction algorithm for 3D computed tomography, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10245 LNAI, 10245 LNAI, 473-484, 2017, Liczba cytowań: 12016 (3)
Cierniak R., Lorent A., Comparison of algebraic and analytical approaches to the formulation of the statistical model-based reconstruction problem for X-ray computed tomography. (8)
Comparison of algebraic and analytical approaches to the formulation of the statistical model-based reconstruction problem for X-ray computed tomography
, Comparison of algebraic and analytical approaches to the formulation of the statistical model-based reconstruction problem for X-ray computed tomography, Computerized Medical Imaging and Graphics, 52, 52, 19-27, 2016, Liczba cytowań: 8
Cierniak R., Lorent A., Pluta P., Shah N., Regularization methods for the analytical statistical reconstruction problem in medical computed tomography. (0)
Regularization methods for the analytical statistical reconstruction problem in medical computed tomography
, Regularization methods for the analytical statistical reconstruction problem in medical computed tomography, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9693, 9693, 147-158, 2016, Liczba cytowań: 0
Cierniak R., Analytical statistical approach for fan-beam scanners. (0)
Analytical statistical approach for fan-beam scanners
, Analytical statistical approach for fan-beam scanners, Advances in Intelligent Systems and Computing, 471, 471, 231-243, 2016, Liczba cytowań: 02015 (2)
Knas M., Cierniak R., Rebrova O., An edge detection using 2D Gaussian function in computed tomography. (0)
An edge detection using 2D Gaussian function in computed tomography
, An edge detection using 2D Gaussian function in computed tomography, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 9119, 9119, 586-593, 2015, Liczba cytowań: 0
Knas M., Cierniak R., Computed Tomography Images Denoising with Markov Random Field Model Parametrized by Prewitt Mask. (2)
Computed Tomography Images Denoising with Markov Random Field Model Parametrized by Prewitt Mask
, Computed Tomography Images Denoising with Markov Random Field Model Parametrized by Prewitt Mask, Advances in Intelligent Systems and Computing, 313 AISC, 313 AISC, 53-58, 2015, Liczba cytowań: 22014 (7)
Dobosz P., Cierniak R., Using of EM algorithm to image reconstruction problem with tomography noises. (0)
Using of EM algorithm to image reconstruction problem with tomography noises
, Using of EM algorithm to image reconstruction problem with tomography noises, Advances in Intelligent Systems and Computing, 233, 233, 37-43, 2014, Liczba cytowań: 0
Knas M., Cierniak R., A modification of the parallel spline interpolation algorithms. (0)
A modification of the parallel spline interpolation algorithms
, A modification of the parallel spline interpolation algorithms, Advances in Intelligent Systems and Computing, 233, 233, 185-190, 2014, Liczba cytowań: 0
Cierniak R., An analytical iterative statistical algorithm for image reconstruction from projections. (16)
An analytical iterative statistical algorithm for image reconstruction from projections
, An analytical iterative statistical algorithm for image reconstruction from projections, International Journal of Applied Mathematics and Computer Science, 24, 24, 7-17, 2014, Liczba cytowań: 16
Cierniak R., Knas M., Ultrafast iterative model-based statistical 3d reconstruction algorithm for x-ray computed tomography. (2)
Ultrafast iterative model-based statistical 3d reconstruction algorithm for x-ray computed tomography
, Ultrafast iterative model-based statistical 3d reconstruction algorithm for x-ray computed tomography, Advances in Intelligent Systems and Computing, 283, 283, 187-196, 2014, Liczba cytowań: 2
Knop M., Cierniak R., Shah N., Video compression algorithm based on neural network structures. (7)
Video compression algorithm based on neural network structures
, Video compression algorithm based on neural network structures, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8467 LNAI, 8467 LNAI, 715-724, 2014, Liczba cytowań: 7
Lorent A., Cierniak R., Regularized Image Reconstruction from Projections Method. (3)
Regularized Image Reconstruction from Projections Method
, Regularized Image Reconstruction from Projections Method, Proceedings - 2014 International Conference on Engineering and Telecommunication, EnT 2014, 82-86, 2014, Liczba cytowań: 3
Lorent A., Cierniak R., Dobosz P., Rebrova O., A new image reconstruction from projections algorithm. (1)
A new image reconstruction from projections algorithm
, A new image reconstruction from projections algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8467 LNAI, 8467 LNAI, 725-732, 2014, Liczba cytowań: 12013 (1)
Cierniak R., Knop M., Video compression algorithm based on neural networks. (5)
Video compression algorithm based on neural networks
, Video compression algorithm based on neural networks, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7894 LNAI, 7894 LNAI, 524-531, 2013, Liczba cytowań: 52012 (1)
Cierniak R., Lorent A., A neuronal approach to the statistical image reconstruction from projections problem. (5)
A neuronal approach to the statistical image reconstruction from projections problem
, A neuronal approach to the statistical image reconstruction from projections problem, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7653 LNAI, 7653 LNAI, 344-353, 2012, Liczba cytowań: 52011 (2)
Cierniak R., Neural network algorithm for image reconstruction using the "grid-friendly" projections. (9)
Neural network algorithm for image reconstruction using the "grid-friendly" projections
, Neural network algorithm for image reconstruction using the "grid-friendly" projections, Australasian Physical and Engineering Sciences in Medicine, 34, 34, 375-389, 2011, Liczba cytowań: 9
Cierniak R., X-ray computed tomography in biomedical engineering. (50)
X-ray computed tomography in biomedical engineering
, X-ray computed tomography in biomedical engineering, X-Ray Computed Tomography in Biomedical Engineering, 1-319, 2011, Liczba cytowań: 502010 (4)
Cierniak R., A statistical tailored image reconstruction from projections method. (3)
A statistical tailored image reconstruction from projections method
, A statistical tailored image reconstruction from projections method, Smart Innovation, Systems and Technologies, 4, 4, 181-190, 2010, Liczba cytowań: 3
Cierniak R., A three-dimentional neural network based approach to the image reconstruction from projections problem. (14)
A three-dimentional neural network based approach to the image reconstruction from projections problem
, A three-dimentional neural network based approach to the image reconstruction from projections problem, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6113 LNAI, 6113 LNAI, 505-514, 2010, Liczba cytowań: 14
Cierniak R., A neural network optimization-based method of image reconstruction from projections. (2)
A neural network optimization-based method of image reconstruction from projections
, A neural network optimization-based method of image reconstruction from projections, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5990 LNAI, 5990 LNAI, 241-250, 2010, Liczba cytowań: 2
Cierniak R., A statistical appraoch to image reconstruction from projections problem using recurrent neural network. (5)
A statistical appraoch to image reconstruction from projections problem using recurrent neural network
, A statistical appraoch to image reconstruction from projections problem using recurrent neural network, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6353 LNCS, 6353 LNCS, 138-141, 2010, Liczba cytowań: 52009 (1)
Cierniak R., New neural network algorithm for image reconstruction from fan-beam projections. (47)
New neural network algorithm for image reconstruction from fan-beam projections
, New neural network algorithm for image reconstruction from fan-beam projections, Neurocomputing, 72, 72, 3238-3244, 2009, Liczba cytowań: 472008 (3)
Cierniak R., A novel approach to image reconstruction problem from fan-beam projections using recurrent neural network. (12)
A novel approach to image reconstruction problem from fan-beam projections using recurrent neural network
, A novel approach to image reconstruction problem from fan-beam projections using recurrent neural network, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5097 LNAI, 5097 LNAI, 752-761, 2008, Liczba cytowań: 12
Cierniak R., A 2D approach to tomographic image reconstruction using a Hopfield-type neural network. (34)
A 2D approach to tomographic image reconstruction using a Hopfield-type neural network
, A 2D approach to tomographic image reconstruction using a Hopfield-type neural network, Artificial Intelligence in Medicine, 43, 43, 113-125, 2008, Liczba cytowań: 34
Cierniak R., A new approach to image reconstruction from projections using a recurrent neural network. (43)
A new approach to image reconstruction from projections using a recurrent neural network
, A new approach to image reconstruction from projections using a recurrent neural network, International Journal of Applied Mathematics and Computer Science, 18, 18, 147-157, 2008, Liczba cytowań: 432006 (1)
Cierniak R., A novel approach to image reconstruction from discrete projections using hopfield-type neural network. (10)
A novel approach to image reconstruction from discrete projections using hopfield-type neural network
, A novel approach to image reconstruction from discrete projections using hopfield-type neural network, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4029 LNAI, 4029 LNAI, 890-898, 2006, Liczba cytowań: 102004 (2)
Cierniak R., An image compression algorithm based on neural networks. (11)
An image compression algorithm based on neural networks
, An image compression algorithm based on neural networks, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), 3070, 3070, 706-711, 2004, Liczba cytowań: 11
Cierniak R., Image compression based on soft computing techniques. (1)
Image compression based on soft computing techniques
, Image compression based on soft computing techniques, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3019, 3019, 609-617, 2004, Liczba cytowań: 12000 (1)
Cierniak R., Rutkowski L., On image compression by competitive neural networks and optimal linear predictors. (51)
On image compression by competitive neural networks and optimal linear predictors
, On image compression by competitive neural networks and optimal linear predictors, Signal Processing: Image Communication, 15, 15, 559-565, 2000, Liczba cytowań: 511996 (1)
Cierniak Robert, Rutkowski Leszek, Neural networks and semi-closed-loop predictive vector quantization for image compression. (1)
