Karolina Nurzynska

According to our database, Karolina Nurzynska authored at least 37 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Application Of Generative Adversarial Network for Data Augmentation and Multiplication to Automated Cell Segmentation of the Corneal Endothelium.

Karolina Nurzynska, Krystian Jandy, Pawel Weichbroth

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

2023

Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).

Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych

Comput. Methods Programs Biomed., June, 2023

Problems with Deep Learning Application to Medical Data: Automatic Segmentation of Corneal Endothelium Layer.

Karolina Nurzynska

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Performance of QR Code Detectors near Nyquist Limits.

Przemyslaw Skurowski, Karolina Nurzynska, Magdalena Pawlyta, Krzysztof A. Cyran

Sensors, 2022

2021

Differential Diagnosis of Cysts and Granulomas Supported by Texture Analysis of Intraoral Radiographs.

Elzbieta Pociask, Karolina Nurzynska, Rafal Obuchowicz, Paulina Balon, Daniel Uryga, Michal Strzelecki, Andrzej Izworski, Adam Piórkowski

Sensors, 2021

Evaluation of Keypoint Descriptors for Flight Simulator Cockpit Elements: WrightBroS Database.

Karolina Nurzynska, Przemyslaw Skurowski, Magdalena Pawlyta, Krzysztof A. Cyran

Sensors, 2021

Application of Photo Texture Analysis and Weather Data in Assessment of Air Quality in Terms of Airborne PM10 and PM2.5 Particulate Matter.

Monika Chuchro, Wojciech Sarlej, Marta Grzegorczyk, Karolina Nurzynska

Sensors, 2021

2020

A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues.

Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2020

A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma.

Zaneta Swiderska-Chadaj, Karolina Nurzynska, Bartlomiej Grala, Katrien Grunberg, Lieke van der Woude, Monika Looijen-Salamon, Ann E. Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2018

Deep Learning as a Tool for Automatic Segmentation of Corneal Endothelium Images.

Karolina Nurzynska

Symmetry, 2018

Defect Detection in Textiles with Co-occurrence Matrix as a Texture Model Description.

Karolina Nurzynska, Michal Czardybon

Proceedings of the Combinatorial Image Analysis - 19th International Workshop, 2018

Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation.

Karolina Nurzynska

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network.

Karolina Nurzynska

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017

CAS: Cell Annotation Software - Research on Neuronal Tissue Has Never Been so Transparent.

Karolina Nurzynska, Aleksandr Mikhalkin, Adam Piórkowski

Neuroinformatics, 2017

Influence of applied corneal endothelium image segmentation techniques on the clinical parameters.

Adam Piórkowski, Karolina Nurzynska, Jolanta Gronkowska-Serafin, Bettina Selig, Cezary Boldak, Daniel Reska

Comput. Medical Imaging Graph., 2017

Emotion Recognition: The Influence of Texture's Descriptors on Classification Accuracy.

Karolina Nurzynska

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization.

Adam Mlynarski, Karolina Nurzynska

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

2016

Smile veracity recognition using 3D texture features for image sequence processing.

Karolina Nurzynska, Bogdan Smolka

Proceedings of the Signal Processing: Algorithms, 2016

Automatic finger joint synovitis localization in ultrasound images.

Karolina Nurzynska, Bogdan Smolka

Proceedings of the Real-Time Image and Video Processing 2016, 2016

A Machine-Learning Approach to the Automated Assessment of Joint Synovitis Activity.

Konrad Wojciechowski, Bogdan Smolka, Rafal Cupek, Adam Ziebinski, Karolina Nurzynska, Marek Kulbacki, Jakub Segen, Marcin Fojcik, Pawel Mielnik, Sebastian Hein

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception.

Michal Kawulok, Jakub Nalepa, Karolina Nurzynska, Bogdan Smolka

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2016, 2016

2015

Power LBP: A Novel Texture Operator for Smiling and Neutral Facial Display Classification.

Bogdan Smolka, Karolina Nurzynska

Proceedings of the International Conference on Computational Science, 2015

Facial Displays Description Schemas for Smiling vs. Neutral Emotion Recognition.

Karolina Nurzynska, Bogdan Smolka

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Recognition between smiling and neutral facial display with power LBP operator.

Karolina Nurzynska, Bogdan Smolka

Proceedings of the IEEE EUROCON 2015, 2015

PCA Application in Classification of Smiling and Neutral Facial Displays.

Karolina Nurzynska, Bogdan Smolka

Proceedings of the Beyond Databases, Architectures and Structures, 2015

MercuryDb - A Database System Supporting Management and Limitation of Mercury Content in Fossil Fuels.

Sebastian Iwaszenko, Karolina Nurzynska, Barbara Bialecka

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2014

GPR data visualization for underground coal gasification process research.

Sebastian Iwaszenko, Karolina Nurzynska

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Advanced Oblique Rule Generating Based on PCA.

Marcin Michalak, Karolina Nurzynska

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Database Application in Visualization of Process Data.

Karolina Nurzynska, Sebastian Iwaszenko, Tomasz Choroba

Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013

PCA Based Oblique Decision Rules Generating.

Marcin Michalak, Karolina Nurzynska

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

2012

Detection and Normalization of Blown-Out Illumination Areas in Grey-Scale Images.

Karolina Nurzynska, Ryszard Haraszczuk

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Analysis of Deformation of Mining Chains Based on Motion Tracking.

Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

2011

Snow particle automatic classification with texture operators.

Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

2D Feature Space for Snow Particle Classification into Snowflake and Graupel.

Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto

IEICE Trans. Inf. Syst., 2010

2009

Dynamic Surface Reconstruction Method from Unorganized Point Cloud.

Karolina Nurzynska

Proceedings of the Computer Recognition Systems 3, 2009

2008

Static methods for object reconstruction overview: for medical diagnosis.

Karolina Nurzynska

Ann. UMCS Informatica, 2008

3D Object Reconstruction from Parallel Cross-Sections.

Karolina Nurzynska

Proceedings of the Computer Vision and Graphics, International Conference, 2008