Anna Fabijanska

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 22

Top Topics

Adjacency Graph

Image Processing

Image Segmentation

Top Venues

Biomed. Signal Process. Control.

Comput. Electron. Agric.

Publications

Adrian Kucharski, Anna Fabijanska
Corneal endothelial image segmentation training data generation using GANs. Do experts need to annotate? Biomed. Signal Process. Control. 85 (2023)
Adrian Kucharski, Anna Fabijanska
Modified CNN-Watershed for Corneal Endothelium Segmentation: Image-to-Image Versus Sliding-Window Comparison. PCBBE (2023)
Anna Fabijanska
Graph Convolutional Networks for Semi-Supervised Image Segmentation. IEEE Access 10 (2022)
Maciej Czepita, Anna Fabijanska
Image processing pipeline for the detection of blood flow through retinal vessels with subpixel accuracy in fundus images. Comput. Methods Programs Biomed. 208 (2021)
Adrian Kucharski, Anna Fabijanska
CNN-watershed: A watershed transform with predicted markers for corneal endothelium image segmentation. Biomed. Signal Process. Control. 68 (2021)
Anna Fabijanska, Robert Banasiak
Graph convolutional networks for enhanced resolution 3D Electrical Capacitance Tomography image reconstruction. Appl. Soft Comput. 110 (2021)
Anna Fabijanska, Malgorzata Danek, Joanna Barniak
Wood species automatic identification from wood core images with a residual convolutional neural network. Comput. Electron. Agric. 181 (2021)
Pawel Kielanowski, Anna Fabijanska
An Algorithm of Pig Segmentation from Top-View Infrared Video Sequences. KKA (2020)
Anna Fabijanska, Andrew Feder, John Ridge
DeepVarveNet: Automatic detection of glacial varves with deep neural networks. Comput. Geosci. 144 (2020)
Mariusz Chybicki, Wiktor Kozakiewicz, Dawid Sielski, Anna Fabijanska
Deep cartoon colorizer: An automatic approach for colorization of vintage cartoons. Eng. Appl. Artif. Intell. 81 (2019)
Anna Fabijanska, Szymon Grabowski
Viral Genome Deep Classifier. IEEE Access 7 (2019)
Konrad Olejnik, Anna Fabijanska, Pawel Pelczynski, Anna Stanislawska
Controllability of low-consistency chemical pulp refining process. Comput. Chem. Eng. 128 (2019)
Anna Fabijanska
Automatic segmentation of corneal endothelial cells from microscopy images. Biomed. Signal Process. Control. 47 (2019)
Anna Fabijanska
Segmentation of corneal endothelium images using a U-Net-based convolutional neural network. Artif. Intell. Medicine 88 (2018)
Anna Fabijanska, Malgorzata Danek
DeepDendro - A tree rings detector based on a deep convolutional neural network. Comput. Electron. Agric. 150 (2018)
Anna Fabijanska, Antoine Vacavant, Marie-Ange Lèbre, Ana Luiza Menegatti Pavan, Diana Rodrigues de Pina, Armand Abergel, Pascal Chabrot, Benoît Magnin
U-CatcHCC: An Accurate HCC Detector in Hepatic DCE-MRI Sequences Based on an U-Net Framework. ICCVG (2018)
Anna Fabijanska
Corneal Endothelium Image Segmentation Using Feedforward Neural Network. FedCSIS (2017)
Anna Fabijanska, Malgorzata Danek, Joanna Barniak, Adam Piórkowski
Towards automatic tree rings detection in images of scanned wood samples. Comput. Electron. Agric. 140 (2017)
Anna Fabijanska, Jaroslaw Goclawski
An application of the supervoxel-based Fuzzy C-Means with a GPU support to segmentation of volumetric brain images. FedCSIS (2016)
Anna Fabijanska
A novel approach for quantification of time-intensity curves in a DCE-MRI image series with an application to prostate cancer. Comput. Biol. Medicine 73 (2016)
Anna Fabijanska, Malgorzata Danek, Joanna Barniak, Adam Piórkowski
A Comparative Study of Image Enhancement Methods in Tree-Ring Analysis. IP&C (2016)
Duván Alberto Gómez Betancur, Anna Fabijanska, Leonardo Florez-Valencia, Alfredo Morales Pinzón, Eduardo Enrique Dávila Serrano, Jean-Christophe Richard, Maciej Orkisz, Marcela Hernández Hoyos
Airway Segmentation, Skeletonization, and Tree Matching to Improve Registration of 3D CT Images with Large Opacities in the Lungs. ICCVG (2016)
Anna Fabijanska
Subpixel Edge Detection in Blurry and Noisy Images. Int. J. Comput. Sci. Appl. 12 (2) (2015)
Anna Fabijanska, Jaroslaw Goclawski
3D segmentation of the cerebrospinal fluid from CT brain scans using local histogram similarity map. CYBCONF (2015)
Anna Fabijanska, Tomasz Weglinski
The quantitative assessment of the pre- and postoperative craniosynostosis using the methods of image analysis. Comput. Medical Imaging Graph. 46 (2015)
Anna Fabijanska, Jaroslaw Goclawski
The Segmentation of 3D Images Using the Random Walking Technique on a Randomly Created Image Adjacency Graph. IEEE Trans. Image Process. 24 (2) (2015)
Anna Fabijanska, Jaroslaw Goclawski, Wanda Mikolajczyk-Wieczorek
Assessment of the Brain Coverage Ratio in the Postoperative Craniosynostosis Based on 3D CT Scans. IP&C (2015)
Abdelkhalek Bakkari, Anna Fabijanska
Segmentation of cerebrospinal fluid from 3D CT brain scans using modified Fuzzy C-Means based on super-voxels. FedCSIS (2015)
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
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. Medical Image Anal. 18 (7) (2014)
Anna Fabijanska, Tomasz Weglinski, Krzysztof Zakrzewski, Emilia Nowoslawska
Assessment of hydrocephalus in children based on digital image processing and analysis. Int. J. Appl. Math. Comput. Sci. 24 (2) (2014)
Jaroslaw Goclawski, Tomasz Weglinski, Anna Fabijanska
Accelerating the 3D Random Walker Image Segmentation Algorithm by Image Graph Reduction and GPU Computing. IP&C (2014)
Anna Fabijanska
Gaussian-Based Approach to Subpixel Detection of Blurred and Unsharp Edges. FedCSIS (2014)
Anna Fabijanska, Tomasz Weglinski, Jaroslaw Goclawski, Wanda Mikolajczyk-Wieczorek, Krzysztof Zakrzewski, Emilia Nowoslawska
Automatic Assessment of Skull Circumference in Craniosynostosis. ICCVG (2014)
Anna Fabijanska, Jaroslaw Goclawski
New accelerated graph-based method of image segmentation applying minimum spanning tree. IET Image Process. 8 (4) (2014)
Tomasz Weglinski, Anna Fabijanska
Enhancement of Low-Dose CT Brain Scans Using Graph-Based Anisotropic Interpolation. IP&C (2013)
Anna Fabijanska
A survey of subpixel edge detection methods for images of heat-emitting metal specimens. Int. J. Appl. Math. Comput. Sci. 22 (3) (2012)
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
Extraction of Airways From CT (EXACT'09). IEEE Trans. Medical Imaging 31 (11) (2012)
Anna Fabijanska, Lidia Jackowska-Strumillo
Image processing and analysis algorithms for yarn hairiness determination. Mach. Vis. Appl. 23 (3) (2012)
Anna Fabijanska
A Fuzzy Segmentation Method for Images of Heat-Emitting Objects. CIARP (2009)
Anna Fabijanska, Marcin Janaszewski, Michal Postolski, Laurent Babout
Airway Tree Segmentation from CT Scans Using Gradient-Guided 3D Region Growing. CIARP (2009)
Anna Fabijanska
Two-pass region growing algorithm for segmenting airway tree from MDCT chest scans. Comput. Medical Imaging Graph. 33 (7) (2009)
Anna Fabijanska, Dominik Sankowski
Computer vision system for high temperature measurements of surface properties. Mach. Vis. Appl. 20 (6) (2009)