User profiles for Piotr Baniukiewicz

Piotr Baniukiewicz

Verified email at zut.edu.pl
Cited by 252

[HTML][HTML] Generative adversarial networks for augmenting training data of microscopic cell images

P Baniukiewicz, EJ Lutton, S Collier… - Frontiers in Computer …, 2019 - frontiersin.org
Generative adversarial networks (GANs) have recently been successfully used to create
realistic synthetic microscopy cell images in 2D and predict intermediate cell stages. In the …

QuimP: analyzing transmembrane signalling in highly deformable cells

P Baniukiewicz, S Collier, T Bretschneider - Bioinformatics, 2018 - academic.oup.com
Transmembrane signalling plays important physiological roles, with G protein-coupled cell
surface receptors being particularly important therapeutic targets. Fluorescent proteins are …

Artificial neural networks and fuzzy logic in nondestructive evaluation

R Sikora, P Baniukiewicz, T Chady… - Electromagnetic …, 2014 - books.google.com
The paper carried a brief overview of artificial intelligence algorithms applicable to nondestructive
testing. It focuses on three methods: artificial neural networks, fuzzy logic and rough …

Detection and classification of weld defects in industrial radiography with use of advanced AI methods

R Sikora, P Baniukiewicz, T Chady… - 2013 Far East Forum …, 2013 - ieeexplore.ieee.org
The paper presents and shortly discusses the AI algorithms created for automated detection
and classification of weld defects on the basis of radiography images. The three approaches …

[PDF][PDF] THz imaging based catalog of composite materials defects

…, K Goracy, R Pilawka, P Baniukiewicz… - … -American Institute of …, 2012 - academia.edu
Because of high strength to weight ratio, stiffness and corrosion resistance, fiber reinforced
composite materials are intensively used in industrial applications. Although there are many …

The forward and inverse problems in magnetic induction tomography of low conductivity structures

…, S Gratkowski, K Stawicki, P Baniukiewicz - Engineering …, 2009 - emerald.com
In order to define and verify the solution of the inverse problem, the forward problem is
formulated using mathematical model of the system. The forward problem is solved using the …

[PDF][PDF] Intelligent system for radiogram analysis for welds' defects inspection–results of chosen algorithms' work

R Sikora, T CHADY, P BANIUKIEWICZ… - … World Conference on …, 2012 - academia.edu
In this paper an application and selected implemented algorithms destined to an Intelligent
System for Radiogram Analysis ISAR for welds quality inspection is presented. ISAR contains …

[HTML][HTML] Automatic segmentation of radiographic images in industrial applications

P Baniukiewicz - Archives of Electrical Engineering, 2011 - journals.pan.pl
A technology that utilizes penetrating rays is one of the oldest nondestructive testing methods.
Nowadays, the process of radiogram analysis is performed by qualified human operators …

Comparative analysis of selected eddy current transducers for titanium alloy evaluation

T Chady, R Sikora, P Baniukiewicz, P Lopato… - AIP Conference …, 2010 - pubs.aip.org
Titanium alloy based details due to their mechanical properties continue to be in extensive
use in various structures (mainly aerospace, automotive and petro‐chemical industrial …

Automatic Detection and Identification of Image Quality Indicators in Radiograms

P Baniukiewicz, R Sikora - … Nondestructive Evaluation (XIV), 2011 - ebooks.iospress.nl
In this paper the authors focus on detection of wire image quality indicators, which are widely
applied in industrial radiography. Two algorithms for IQI detection are proposed. The first …