Marcin Kociolek

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 14

Top Topics

Image Normalization

Convolutional Neural Networks

Optical Imaging

Top Venues

Publications

Marcin Kociolek, Antonio Cardone
A New Assessment of Convolutional Neural Networks for Texture Directionality Detection. CORES/IP&C (2023)
Maria Strakowska, Marcin Kociolek
Skin Lesion Matching Algorithm for Application in Full Body Imaging Systems. ITIB (2022)
Marcin Kociolek, Michal Kozlowski, Antonio Cardone
A Convolutional Neural Networks-Based Approach for Texture Directionality Detection. Sensors 22 (2) (2022)
Michal Strzelecki, Maria Strakowska, Michal Kozlowski, Tomasz Urbanczyk, Dorota Wielowieyska-Szybinska, Marcin Kociolek
Skin Lesion Detection Algorithms in Whole Body Images. Sensors 21 (19) (2021)
Marcin Kociolek, Michal Strzelecki, Rafal Obuchowicz
Does image normalization and intensity resolution impact texture classification? Comput. Medical Imaging Graph. 81 (2020)
Marcin Kociolek, Michal Strzelecki, Artur Klepaczko
Functional Kidney Analysis Based on Textured DCE-MRI Images. ITIB (2019)
Marcin Kociolek, Peter Bajcsy, Mary Brady, Antonio Cardone
Interpolation-Based Gray-Level Co-Occurrence Matrix Computation for Texture Directionality Estimation. SPA (2018)
Michal Strzelecki, Marcin Kociolek, Andrzej Materka
On the Influence of Image Features Wordlength Reduction on Texture Classification. ITIB (2018)
Marcin Kociolek, Adam Piórkowski, Rafal Obuchowicz, Pawel Kaminski, Michal Strzelecki
Lytic Region Recognition in Hip Radiograms by Means of Statistical Dominance Transform. ICCVG (2018)
Marcin Kociolek, Michal Strzelecki, Szvmon Szymajda
On the influence of the image normalization scheme on texture classification accuracy. SPA (2018)
Marcin Kociolek, Piotr M. Szczypinski, Artur Klepaczko
Preprocessing of barley grain images for defect identification. SPA (2017)
Piotr M. Szczypinski, Artur Klepaczko, Marcin Kociolek
QMaZda - Software tools for image analysis and pattern recognition. SPA (2017)
Piotr M. Szczypinski, Artur Klepaczko, Marcin Kociolek
Barley defects identification. ISPA (2017)
Karol Kropidlowski, Marcin Kociolek, Michal Strzelecki, Dariusz Czubinski
Blue Whitish Veil, Atypical Vascular Pattern and Regression Structures Detection in Skin Lesions Images. ICCVG (2016)
Karol Kropidlowski, Marcin Kociolek, Michal Strzelecki, Dariusz Czubinski
Nevus atypical pigment network distinction and irregular streaks detection in skin lesions images. SPA (2015)
Peter Bajcsy, Antonio Cardone, Joe Chalfoun, Michael Halter, Derek Juba, Marcin Kociolek, Michael Majurski, Adele P. Peskin, Carl G. Simon, Mylene Simon, Antoine Vandecreme, Mary Brady
Survey statistics of automated segmentations applied to optical imaging of mammalian cells. BMC Bioinform. 16 (2015)
Karol Kropidlowski, Marcin Kociolek, Michal Strzelecki, Dariusz Czubinski
Model Based Approach for Melanoma Segmentation. ICCVG (2014)