Karolina Nurzynska

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 20

Top Topics

Texture Analysis

Automatic Segmentation

Top Venues

Comput. Medical Imaging Graph.

Publications

Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych
Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB). Comput. Methods Programs Biomed. 234 (2023)
Karolina Nurzynska
Problems with Deep Learning Application to Medical Data: Automatic Segmentation of Corneal Endothelium Layer. KES (2023)
Przemyslaw Skurowski, Karolina Nurzynska, Magdalena Pawlyta, Krzysztof A. Cyran
Performance of QR Code Detectors near Nyquist Limits. Sensors 22 (19) (2022)
Elzbieta Pociask, Karolina Nurzynska, Rafal Obuchowicz, Paulina Balon, Daniel Uryga, Michal Strzelecki, Andrzej Izworski, Adam Piórkowski
Differential Diagnosis of Cysts and Granulomas Supported by Texture Analysis of Intraoral Radiographs. Sensors 21 (22) (2021)
Monika Chuchro, Wojciech Sarlej, Marta Grzegorczyk, Karolina Nurzynska
Application of Photo Texture Analysis and Weather Data in Assessment of Air Quality in Terms of Airborne PM10 and PM2.5 Particulate Matter. Sensors 21 (16) (2021)
Karolina Nurzynska, Przemyslaw Skurowski, Magdalena Pawlyta, Krzysztof A. Cyran
Evaluation of Keypoint Descriptors for Flight Simulator Cockpit Elements: WrightBroS Database. Sensors 21 (22) (2021)
Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych
A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues. Comput. Medical Imaging Graph. 84 (2020)
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
A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma. Medical Imaging: Digital Pathology (2020)
Karolina Nurzynska
Deep Learning as a Tool for Automatic Segmentation of Corneal Endothelium Images. Symmetry 10 (3) (2018)
Karolina Nurzynska
Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation. BDAS (2018)
Karolina Nurzynska, Michal Czardybon
Defect Detection in Textiles with Co-occurrence Matrix as a Texture Model Description. IWCIA (2018)
Karolina Nurzynska
Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network. BDAS (2018)
Adam Piórkowski, Karolina Nurzynska, Jolanta Gronkowska-Serafin, Bettina Selig, Cezary Boldak, Daniel Reska
Influence of applied corneal endothelium image segmentation techniques on the clinical parameters. Comput. Medical Imaging Graph. 55 (2017)
Karolina Nurzynska
Emotion Recognition: The Influence of Texture's Descriptors on Classification Accuracy. BDAS (2017)
Karolina Nurzynska, Aleksandr Mikhalkin, Adam Piórkowski
CAS: Cell Annotation Software - Research on Neuronal Tissue Has Never Been so Transparent. Neuroinformatics 15 (4) (2017)
Adam Mlynarski, Karolina Nurzynska
Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization. BDAS (2017)
Karolina Nurzynska, Bogdan Smolka
Automatic finger joint synovitis localization in ultrasound images. Real-Time Image and Video Processing (2016)
Konrad Wojciechowski, Bogdan Smolka, Rafal Cupek, Adam Ziebinski, Karolina Nurzynska, Marek Kulbacki, Jakub Segen, Marcin Fojcik, Pawel Mielnik, Sebastian Hein
A Machine-Learning Approach to the Automated Assessment of Joint Synovitis Activity. ICCCI (2) (2016)
Karolina Nurzynska, Bogdan Smolka
Smile veracity recognition using 3D texture features for image sequence processing. SPA (2016)
Michal Kawulok, Jakub Nalepa, Karolina Nurzynska, Bogdan Smolka
In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception. IBERAMIA (2016)
Karolina Nurzynska, Bogdan Smolka
Recognition between smiling and neutral facial display with power LBP operator. EUROCON (2015)
Karolina Nurzynska, Bogdan Smolka
Facial Displays Description Schemas for Smiling vs. Neutral Emotion Recognition. ICAISC (1) (2015)
Sebastian Iwaszenko, Karolina Nurzynska, Barbara Bialecka
MercuryDb - A Database System Supporting Management and Limitation of Mercury Content in Fossil Fuels. BDAS (2015)
Bogdan Smolka, Karolina Nurzynska
Power LBP: A Novel Texture Operator for Smiling and Neutral Facial Display Classification. ICCS (2015)
Karolina Nurzynska, Bogdan Smolka
PCA Application in Classification of Smiling and Neutral Facial Displays. BDAS (2015)
Marcin Michalak, Karolina Nurzynska
Advanced Oblique Rule Generating Based on PCA. ICAISC (1) (2014)
Karolina Nurzynska, Sebastian Iwaszenko, Tomasz Choroba
Database Application in Visualization of Process Data. BDAS (2014)
Sebastian Iwaszenko, Karolina Nurzynska
GPR data visualization for underground coal gasification process research. IGARSS (2014)
Marcin Michalak, Karolina Nurzynska
PCA Based Oblique Decision Rules Generating. ICANNGA (2013)
Karolina Nurzynska, Ryszard Haraszczuk
Detection and Normalization of Blown-Out Illumination Areas in Grey-Scale Images. ISVC (1) (2012)
Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski
Analysis of Deformation of Mining Chains Based on Motion Tracking. ISVC (2) (2012)
Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto
Snow particle automatic classification with texture operators. IGARSS (2011)
Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto
2D Feature Space for Snow Particle Classification into Snowflake and Graupel. IEICE Trans. Inf. Syst. (12) (2010)
Karolina Nurzynska
3D Object Reconstruction from Parallel Cross-Sections. ICCVG (2008)
Karolina Nurzynska
Static methods for object reconstruction overview: for medical diagnosis. Ann. UMCS Informatica 8 (1) (2008)