Anna Fabijanska

50 papers B 1C 6Misc 3Journal 29Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can AI Code? A Head-to-Head Showdown Between Large Language Models and Student Programmers in C.
IEEE Access
Aleksandra Wysokinska, Piotr Duch, Bartosz Bartosik, Kamil Chrustowski, Bartosz Durys, Anna Fabijanska
2026 J jnl
Diffusion model-based synthesis of brain images for data augmentation.
Biomed. Signal Process. Control.
Przemyslaw Mirowski, Anna Fabijanska
2025 — conf
Fruit-HSNet: A Machine Learning Approach for Hyperspectral Image-Based Fruit Ripeness Prediction.
ICAART (2)
Ahmed Baha Ben Jmaa, Faten Chaieb, Anna Fabijanska
2025 B conf
The use of feature selection methods in the materiality analysis of banks' ESG data.
KES
Hanna Sikacz, Dorota Teneta, Anna Fabijanska
2025 J jnl
Towards improved evaluation of generative neural networks: The Fréchet Coefficient.
Neurocomputing
Adrian Kucharski, Anna Fabijanska
2023 J jnl
Corneal endothelial image segmentation training data generation using GANs. Do experts need to annotate?
Biomed. Signal Process. Control.
Adrian Kucharski, Anna Fabijanska
2023 — conf
Modified CNN-Watershed for Corneal Endothelium Segmentation: Image-to-Image Versus Sliding-Window Comparison.
PCBBE
Adrian Kucharski, Anna Fabijanska
2022 J jnl
Graph Convolutional Networks for Semi-Supervised Image Segmentation.
IEEE Access
Anna Fabijanska
2021 J jnl
CNN-watershed: A watershed transform with predicted markers for corneal endothelium image segmentation.
Biomed. Signal Process. Control.
Adrian Kucharski, Anna Fabijanska
2021 J jnl
Graph convolutional networks for enhanced resolution 3D Electrical Capacitance Tomography image reconstruction.
Appl. Soft Comput.
Anna Fabijanska, Robert Banasiak
2021 J jnl
Image processing pipeline for the detection of blood flow through retinal vessels with subpixel accuracy in fundus images.
Comput. Methods Programs Biomed.
Maciej Czepita, Anna Fabijanska
2021 J jnl
Wood species automatic identification from wood core images with a residual convolutional neural network.
Comput. Electron. Agric.
Anna Fabijanska, Malgorzata Danek, Joanna Barniak
2020 — conf
An Algorithm of Pig Segmentation from Top-View Infrared Video Sequences.
KKA
Pawel Kielanowski, Anna Fabijanska
2020 J jnl
DeepVarveNet: Automatic detection of glacial varves with deep neural networks.
Comput. Geosci.
Anna Fabijanska, Andrew Feder, John Ridge
2019 J jnl
Automatic segmentation of corneal endothelial cells from microscopy images.
Biomed. Signal Process. Control.
Anna Fabijanska
2019 J jnl
Controllability of low-consistency chemical pulp refining process.
Comput. Chem. Eng.
Konrad Olejnik, Anna Fabijanska, Pawel Pelczynski, Anna Stanislawska
2019 J jnl
Deep cartoon colorizer: An automatic approach for colorization of vintage cartoons.
Eng. Appl. Artif. Intell.
Mariusz Chybicki, Wiktor Kozakiewicz, Dawid Sielski, Anna Fabijanska
2019 J jnl
Viral Genome Deep Classifier.
IEEE Access
Anna Fabijanska, Szymon Grabowski
2018 J jnl
DeepDendro - A tree rings detector based on a deep convolutional neural network.
Comput. Electron. Agric.
Anna Fabijanska, Malgorzata Danek
2018 J jnl
Segmentation of corneal endothelium images using a U-Net-based convolutional neural network.
Artif. Intell. Medicine
Anna Fabijanska
2018 Misc conf
U-CatcHCC: An Accurate HCC Detector in Hepatic DCE-MRI Sequences Based on an U-Net Framework.
ICCVG
Anna Fabijanska, Antoine Vacavant, Marie-Ange Lèbre, Ana Luiza Menegatti Pavan, Diana Rodrigues de Pina, Armand Abergel, Pascal Chabrot, Benoît Magnin
2017 C conf
Corneal Endothelium Image Segmentation Using Feedforward Neural Network.
FedCSIS
Anna Fabijanska
2017 J jnl
Towards automatic tree rings detection in images of scanned wood samples.
Comput. Electron. Agric.
Anna Fabijanska, Malgorzata Danek, Joanna Barniak, Adam Piórkowski
2016 — conf
A Comparative Study of Image Enhancement Methods in Tree-Ring Analysis.
IP&C
Anna Fabijanska, Malgorzata Danek, Joanna Barniak, Adam Piórkowski
2016 J jnl
A novel approach for quantification of time-intensity curves in a DCE-MRI image series with an application to prostate cancer.
Comput. Biol. Medicine
Anna Fabijanska
2016 Misc conf
Airway Segmentation, Skeletonization, and Tree Matching to Improve Registration of 3D CT Images with Large Opacities in the Lungs.
ICCVG
Duván Alberto Gómez Betancur, Anna Fabijanska, Leonardo Floréz-Valencia, Alfredo Morales Pinzón, Eduardo Enrique Dávila Serrano, Jean-Christophe Richard, Maciej Orkisz, Marcela Hernández Hoyos
2016 C conf
An application of the supervoxel-based Fuzzy C-Means with a GPU support to segmentation of volumetric brain images.
FedCSIS
Anna Fabijanska, Jaroslaw Goclawski
2015 — conf
3D segmentation of the cerebrospinal fluid from CT brain scans using local histogram similarity map.
CYBCONF
Anna Fabijanska, Jaroslaw Goclawski
2015 — conf
Assessment of the Brain Coverage Ratio in the Postoperative Craniosynostosis Based on 3D CT Scans.
IP&C
Anna Fabijanska, Jaroslaw Goclawski, Wanda Mikolajczyk-Wieczorek
2015 C conf
Segmentation of cerebrospinal fluid from 3D CT brain scans using modified Fuzzy C-Means based on super-voxels.
FedCSIS
Abdelkhalek Bakkari, Anna Fabijanska
2015 J jnl
Subpixel Edge Detection in Blurry and Noisy Images.
Int. J. Comput. Sci. Appl.
Anna Fabijanska
2015 J jnl
The Segmentation of 3D Images Using the Random Walking Technique on a Randomly Created Image Adjacency Graph.
IEEE Trans. Image Process.
Anna Fabijanska, Jaroslaw Goclawski
2015 J jnl
The quantitative assessment of the pre- and postoperative craniosynostosis using the methods of image analysis.
Comput. Medical Imaging Graph.
Anna Fabijanska, Tomasz Weglinski
2014 — conf
Accelerating the 3D Random Walker Image Segmentation Algorithm by Image Graph Reduction and GPU Computing.
IP&C
Jaroslaw Goclawski, Tomasz Weglinski, Anna Fabijanska
2014 J jnl
Assessment of hydrocephalus in children based on digital image processing and analysis.
Int. J. Appl. Math. Comput. Sci.
Anna Fabijanska, Tomasz Weglinski, Krzysztof Zakrzewski, Emilia Nowoslawska
2014 Misc conf
Automatic Assessment of Skull Circumference in Craniosynostosis.
ICCVG
Anna Fabijanska, Tomasz Weglinski, Jaroslaw Goclawski, Wanda Mikolajczyk-Wieczorek, Krzysztof Zakrzewski, Emilia Nowoslawska
2014 J jnl
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal.
Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort, Catalin I. Fetita, Pierre-Yves Brillet, Christophe Lefevre, Wenzhe Xue, Xiangjun Zhu, Jianming Liang, Ilkay Öksüz, Devrim Ünay, Kamuran Kadipasaoglu, Raúl San José Estépar, James C. Ross, George R. Washko, Juan-Carlos Prieto, Marcela Hernández Hoyos, Maciej Orkisz, Hans Meine, Markus Hüllebrand, Christina Stöcker, Fernando López-Mir, Valery Naranjo, Eliseo Villanueva, Marius Staring, Changyan Xiao, Berend C. Stoel, Anna Fabijanska, Erik Smistad
2014 C conf
Gaussian-Based Approach to Subpixel Detection of Blurred and Unsharp Edges.
FedCSIS
Anna Fabijanska
2014 J jnl
New accelerated graph-based method of image segmentation applying minimum spanning tree.
IET Image Process.
Anna Fabijanska, Jaroslaw Goclawski
2013 — conf
Enhancement of Low-Dose CT Brain Scans Using Graph-Based Anisotropic Interpolation.
IP&C
Tomasz Weglinski, Anna Fabijanska
2012 J jnl
A survey of subpixel edge detection methods for images of heat-emitting metal specimens.
Int. J. Appl. Math. Comput. Sci.
Anna Fabijanska
2012 J jnl
Extraction of Airways From CT (EXACT'09).
IEEE Trans. Medical Imaging
Pechin Lo, Bram van Ginneken, Joseph M. Reinhardt, Tarunashree Yavarna, Pim A. de Jong, Benjamin Irving, Catalin I. Fetita, Margarete Ortner, Romulo Pinho, Jan Sijbers, Marco Feuerstein, Anna Fabijanska, Christian Bauer, Reinhard Beichel, Carlos S. Mendoza, Rafael Wiemker, Jaesung Lee, Anthony P. Reeves, Silvia Born, Oliver Weinheimer, Eva M. van Rikxoort, Juerg Tschirren, Kensaku Mori, Benjamin Odry, David P. Naidich, Ieneke Hartmann, Eric A. Hoffman, Mathias Prokop, Jesper Johannes Holst Pedersen, Marleen de Bruijne
2012 J jnl
Image processing and analysis algorithms for yarn hairiness determination.
Mach. Vis. Appl.
Anna Fabijanska, Lidia Jackowska-Strumillo
2011 — ch.
Algorithm for Accurate Determination of Contact Angles in Vision System for High-Temperature Measurements of Metals and Alloys Surface Properties.
Computer Recognition Systems 4
Tomasz Koszmider, Krzysztof Strzecha, Anna Fabijanska, Marcin Bakala
2011 — ch.
Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal.
Computer Recognition Systems 4
Anna Fabijanska
2009 C conf
A Fuzzy Segmentation Method for Images of Heat-Emitting Objects.
CIARP
Anna Fabijanska
2009 C conf
Airway Tree Segmentation from CT Scans Using Gradient-Guided 3D Region Growing.
CIARP
Anna Fabijanska, Marcin Janaszewski, Michal Postolski, Laurent Babout
2009 J jnl
Computer vision system for high temperature measurements of surface properties.
Mach. Vis. Appl.
Anna Fabijanska, Dominik Sankowski
2009 — ch.
Reliable Airway Tree Segmentation Based on Hole Closing in Bronchial Walls.
Computer Recognition Systems 3
Michal Postolski, Marcin Janaszewski, Anna Fabijanska, Laurent Babout, Michel Couprie, Mariusz Jedrzejczyk, Ludomir Stefanczyk
2009 J jnl
Two-pass region growing algorithm for segmenting airway tree from MDCT chest scans.
Comput. Medical Imaging Graph.
Anna Fabijanska