Contact:
Room: 513
Position:
Assistant Professor
Research teams:
Nowe systemy głębokiego uczenia i ich zastosowania
Classes:
Nierelacyjne bazy danych i usługi integracyjne lab
Nierelacyjne bazy danych i usługi integracyjne wyk
Aplikacje klient - serwer lab
Aplikacje klient - serwer wyk
Programowanie obiektowe lab
Advanced Web Programming wyk
Aplikacje WWW lab
PhD Eng
Rafał Grycuk
Office hours: Poniedziałek: 9:00 - 11:00 | Monday: 9:00 AM - 11:00 AM
Urodził się w Słubicach (obecnie woj. lubuskie). Od 1994 roku mieszka w okolicach Częstochowy. W latach 2007-2012 studiował na Wydziale Inżynierii Mechanicznej i Informatyki Politechniki Częstochowskiej na kierunku Informatyka uzyskując odpowiednio tytuły zawodowe: inżyniera w 2011 roku i magistra inżyniera w 2012 roku. W październiku 2012 roku rozpoczął studia doktoranckie w dyscyplinie informatyka, natomiast w grudniu 2017 roku uzyskał stopień naukowy doktora nauk technicznych w dyscyplinie informatyka, nadany przez Radę Wydziału Inżynierii Mechanicznej i Informatyki Politechniki Częstochowskiej. Od 1 marca 2018 jest zatrudniony na stanowisku adiunkta w Katedrze Inteligentnych Systemów Informatycznych na Wydziale Inżynierii Mechanicznej i Informatyki Politechniki Częstochowskiej. Prywatnie pasjonat programowania webowego, astrofizyki, heliofizyki, sztucznej inteligencji oraz przetwarzania obrazów.
Zainteresowania naukowe:
- wyszukiwanie obrazów w dużych bazach danych,
- analiza obrazów słonecznych,
- budowa deskryptorów obrazów słonecznych,
- sztuczne sieci neuronowe, w szczególności autoenkodery.
Materiały do pracy dyplomowej:
- Prezentacja dotycząca pisania prac dyplomowych, autorstwa Prof. Krystiana Łapy,
- Szablon pracy dyplomowej LaTeX,
- Szablon pracy dyplomowej Word.
Papers (26)
2022 (2)
Rafal Grycuk and Marcin Korytkowski and Rafał Scherer and Paweł Drozda and Wei Wei and Mirosław Kordos, Fast Solar Image Retrieval and Classification by Fuzzy Rules. (0)
Fast Solar Image Retrieval and Classification by Fuzzy Rules
, Fast Solar Image Retrieval and Classification by Fuzzy Rules, IEEE, 1-7, 2022, Cites: 0
Rafal Grycuk and Tomasz Galkowski and Rafał Scherer and Leszek Rutkowski, A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder. (0)
A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder
, A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder, IEEE, 1-7, 2022, Cites: 02021 (2)
Rafał Grycuk and Rafał Scherer, Grid-Based Concise Hash for Solar Images. (0)
Grid-Based Concise Hash for Solar Images
, Grid-Based Concise Hash for Solar Images, Springer, Cham, 242-254, 2021, Cites: 0
Rafal Grycuk and Rafal Scherer, Solar Image Hashing by Intermediate Descriptor and Autoencoder. (0)
Solar Image Hashing by Intermediate Descriptor and Autoencoder
, Solar Image Hashing by Intermediate Descriptor and Autoencoder, IEEE, 1-8, 2021, Cites: 02020 (4)
Rafał Grycuk and Rafał Scherer, Novel Fast Binary Hash for Content-based Solar Image Retrieval. (0)
Novel Fast Binary Hash for Content-based Solar Image Retrieval
, Novel Fast Binary Hash for Content-based Solar Image Retrieval, IEEE, 1-7, 2020, Cites: 0
Rafał Grycuk and Adam Wojciechowski and Wei Wei and Agnieszka Siwocha, Detecting visual objects by edge crawling. (10)
Detecting visual objects by edge crawling
, Detecting visual objects by edge crawling, 2020, Cites: 10
Rafał Grycuk and Patryk Najgebauer and Miroslaw Kordos and Magdalena M Scherer and Alina Marchlewska, Fast image index for database management engines. (10)
Fast image index for database management engines
, Fast image index for database management engines, 2020, Cites: 10
Rafał Grycuk and Kelton Costa and Rafał Scherer, Active Region-Based Full-Disc Solar Image Hashing. (0)
Active Region-Based Full-Disc Solar Image Hashing
, Active Region-Based Full-Disc Solar Image Hashing, Springer, Cham, 19-30, 2020, Cites: 02019 (4)
Robert K Nowicki and Janusz T Starczewski and Rafal Grycuk, Extended Possibilistic Fuzzification for Classification.. (1)
Extended Possibilistic Fuzzification for Classification.
, Extended Possibilistic Fuzzification for Classification., 343-350, 2019, Cites: 1
Rafal Grycuk and Rafal Scherer, Software framework for fast image retrieval. (2)
Software framework for fast image retrieval
, Software framework for fast image retrieval, IEEE, 588-593, 2019, Cites: 2
Patryk Najgebauer and Rafał Grycuk and Leszek Rutkowski and Rafał Scherer and Agnieszka Siwocha, Microscopic sample segmentation by fully convolutional network for parasite detection. (2)
Microscopic sample segmentation by fully convolutional network for parasite detection
, Microscopic sample segmentation by fully convolutional network for parasite detection, Springer, Cham, 164-171, 2019, Cites: 2
Rafal Grycuk and Patryk Najgebauer and Robert Nowicki and Rafal Scherer, Multilayer Architecture for Content-based Image Retrieval Systems. (4)
Multilayer Architecture for Content-based Image Retrieval Systems
, Multilayer Architecture for Content-based Image Retrieval Systems, IEEE, 119-126, 2019, Cites: 42018 (2)
Patryk Najgebauer and Rafal Grycuk and Rafal Scherer, Fast two-level image indexing based on local interest points. (2)
Fast two-level image indexing based on local interest points
, Fast two-level image indexing based on local interest points, IEEE, 613-617, 2018, Cites: 2
Rafał Grycuk and Patryk Najgebauer and Rafał Scherer and Agnieszka Siwocha, Architecture of database index for content-based image retrieval systems. (2)
Architecture of database index for content-based image retrieval systems
, Architecture of database index for content-based image retrieval systems, Springer, Cham, 36-47, 2018, Cites: 22017 (1)
Rafał Grycuk and Magdalena Scherer and Sviatoslav Voloshynovskiy, Local keypoint-based image detector with object detection. (1)
Local keypoint-based image detector with object detection
, Local keypoint-based image detector with object detection, Springer, Cham, 507-517, 2017, Cites: 12016 (4)
Rafał Grycuk and Michał Knop, Neural video compression based on SURF scene change detection algorithm. (2)
Neural video compression based on SURF scene change detection algorithm
, Neural video compression based on SURF scene change detection algorithm, Springer, Cham, 105-112, 2016, Cites: 2
Rafał Grycuk, Novel visual object descriptor using surf and clustering algorithms. (6)
Novel visual object descriptor using surf and clustering algorithms
, Novel visual object descriptor using surf and clustering algorithms, 2016, Cites: 6
Rafał Grycuk and Marcin Gabryel and Magdalena Scherer and Sviatoslav Voloshynovskiy, Image descriptor based on edge detection and crawler algorithm. (10)
Image descriptor based on edge detection and crawler algorithm
, Image descriptor based on edge detection and crawler algorithm, Springer, Cham, 647-659, 2016, Cites: 10
Rafał Grycuk and Marcin Gabryel and Robert Nowicki and Rafał Scherer, Content-based image retrieval optimization by differential evolution. (18)
Content-based image retrieval optimization by differential evolution
, Content-based image retrieval optimization by differential evolution, IEEE, 86-93, 2016, Cites: 182015 (4)
Rafał Grycuk and Rafał Scherer and Marcin Gabryel, New image descriptor from edge detector and blob extractor. (12)
New image descriptor from edge detector and blob extractor
, New image descriptor from edge detector and blob extractor, 31--39, 2015, Cites: 12
Rafał Grycuk and Michał Knop and Sayantan Mandal, Video key frame detection based on SURF algorithm. (13)
Video key frame detection based on SURF algorithm
, Video key frame detection based on SURF algorithm, Springer, Cham, 566-576, 2015, Cites: 13
Marcin Gabryel and Rafał Grycuk and Marcin Korytkowski and Taras Holotyak, Image indexing and retrieval using GSOM algorithm. (17)
Image indexing and retrieval using GSOM algorithm
, Image indexing and retrieval using GSOM algorithm, Springer, Cham, 706-714, 2015, Cites: 17
Rafał Grycuk and Marcin Gabryel and Rafał Scherer and Sviatoslav Voloshynovskiy, Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database. (23)
Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database
, Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database, Springer, Cham, 715-726, 2015, Cites: 232014 (2)
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer, Content-based image indexing by data clustering and inverse document frequency. (31)
Content-based image indexing by data clustering and inverse document frequency
, Content-based image indexing by data clustering and inverse document frequency, Springer, Cham, 374-383, 2014, Cites: 31
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Rafał Scherer and Sviatoslav Voloshynovskiy, From single image to list of objects based on edge and blob detection. (39)
From single image to list of objects based on edge and blob detection
, From single image to list of objects based on edge and blob detection, Springer, Cham, 605-615, 2014, Cites: 392013 (1)
Rafał Grycuk and Marcin Gabryel and Marcin Korytkowski and Jakub Romanowski and Rafał Scherer, Improved digital image segmentation based on stereo vision and mean shift algorithm. (14)
