Anna Fabijanska

Orcid: 0000-0002-0249-7247

According to our database1, Anna Fabijanska authored at least 45 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Corneal endothelial image segmentation training data generation using GANs. Do experts need to annotate?
Biomed. Signal Process. Control., August, 2023

Modified CNN-Watershed for Corneal Endothelium Segmentation: Image-to-Image Versus Sliding-Window Comparison.
Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

2022
Graph Convolutional Networks for Semi-Supervised Image Segmentation.
IEEE Access, 2022

2021
Image processing pipeline for the detection of blood flow through retinal vessels with subpixel accuracy in fundus images.
Comput. Methods Programs Biomed., 2021

Wood species automatic identification from wood core images with a residual convolutional neural network.
Comput. Electron. Agric., 2021

CNN-watershed: A watershed transform with predicted markers for corneal endothelium image segmentation.
Biomed. Signal Process. Control., 2021

Graph convolutional networks for enhanced resolution 3D Electrical Capacitance Tomography image reconstruction.
Appl. Soft Comput., 2021

2020
DeepVarveNet: Automatic detection of glacial varves with deep neural networks.
Comput. Geosci., 2020

An Algorithm of Pig Segmentation from Top-View Infrared Video Sequences.
Proceedings of the Advanced, Contemporary Control - Proceedings of KKA 2020, 2020

2019
Deep cartoon colorizer: An automatic approach for colorization of vintage cartoons.
Eng. Appl. Artif. Intell., 2019

Controllability of low-consistency chemical pulp refining process.
Comput. Chem. Eng., 2019

Automatic segmentation of corneal endothelial cells from microscopy images.
Biomed. Signal Process. Control., 2019

Viral Genome Deep Classifier.
IEEE Access, 2019

2018
DeepDendro - A tree rings detector based on a deep convolutional neural network.
Comput. Electron. Agric., 2018

Segmentation of corneal endothelium images using a U-Net-based convolutional neural network.
Artif. Intell. Medicine, 2018

U-CatcHCC: An Accurate HCC Detector in Hepatic DCE-MRI Sequences Based on an U-Net Framework.
Proceedings of the Computer Vision and Graphics - International Conference, 2018

2017
Towards automatic tree rings detection in images of scanned wood samples.
Comput. Electron. Agric., 2017

Corneal Endothelium Image Segmentation Using Feedforward Neural Network.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016
A novel approach for quantification of time-intensity curves in a DCE-MRI image series with an application to prostate cancer.
Comput. Biol. Medicine, 2016

A Comparative Study of Image Enhancement Methods in Tree-Ring Analysis.
Proceedings of the Image Processing and Communications Challenges 8, 2016

Airway Segmentation, Skeletonization, and Tree Matching to Improve Registration of 3D CT Images with Large Opacities in the Lungs.
Proceedings of the Computer Vision and Graphics - International Conference, 2016

An application of the supervoxel-based Fuzzy C-Means with a GPU support to segmentation of volumetric brain images.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
The Segmentation of 3D Images Using the Random Walking Technique on a Randomly Created Image Adjacency Graph.
IEEE Trans. Image Process., 2015

Subpixel Edge Detection in Blurry and Noisy Images.
Int. J. Comput. Sci. Appl., 2015

The quantitative assessment of the pre- and postoperative craniosynostosis using the methods of image analysis.
Comput. Medical Imaging Graph., 2015

Assessment of the Brain Coverage Ratio in the Postoperative Craniosynostosis Based on 3D CT Scans.
Proceedings of the Image Processing and Communications Challenges 7, 2015

Segmentation of cerebrospinal fluid from 3D CT brain scans using modified Fuzzy C-Means based on super-voxels.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

3D segmentation of the cerebrospinal fluid from CT brain scans using local histogram similarity map.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.
Medical Image Anal., 2014

New accelerated graph-based method of image segmentation applying minimum spanning tree.
IET Image Process., 2014

Assessment of hydrocephalus in children based on digital image processing and analysis.
Int. J. Appl. Math. Comput. Sci., 2014

Accelerating the 3D Random Walker Image Segmentation Algorithm by Image Graph Reduction and GPU Computing.
Proceedings of the Image Processing and Communications Challenges 6, 2014

Automatic Assessment of Skull Circumference in Craniosynostosis.
Proceedings of the Computer Vision and Graphics - International Conference, 2014

Gaussian-Based Approach to Subpixel Detection of Blurred and Unsharp Edges.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

2013
Enhancement of Low-Dose CT Brain Scans Using Graph-Based Anisotropic Interpolation.
Proceedings of the Image Processing and Communications Challenges 5, 2013

2012
Extraction of Airways From CT (EXACT'09).
IEEE Trans. Medical Imaging, 2012

Image processing and analysis algorithms for yarn hairiness determination.
Mach. Vis. Appl., 2012

A survey of subpixel edge detection methods for images of heat-emitting metal specimens.
Int. J. Appl. Math. Comput. Sci., 2012

2011
Algorithm for Accurate Determination of Contact Angles in Vision System for High-Temperature Measurements of Metals and Alloys Surface Properties.
Proceedings of the Computer Recognition Systems 4, 2011

Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal.
Proceedings of the Computer Recognition Systems 4, 2011

2009
Reliable Airway Tree Segmentation Based on Hole Closing in Bronchial Walls.
Proceedings of the Computer Recognition Systems 3, 2009

Computer vision system for high temperature measurements of surface properties.
Mach. Vis. Appl., 2009

Two-pass region growing algorithm for segmenting airway tree from MDCT chest scans.
Comput. Medical Imaging Graph., 2009

Airway Tree Segmentation from CT Scans Using Gradient-Guided 3D Region Growing.
Proceedings of the Progress in Pattern Recognition, 2009

A Fuzzy Segmentation Method for Images of Heat-Emitting Objects.
Proceedings of the Progress in Pattern Recognition, 2009


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