Rafal Kapela

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 14

Top Topics

Image Recognition

Scene Classification

Failure Detection

Top Venues

Appl. Math. Comput.

Int. J. Embed. Syst.

Publications

Rafal Kapela, Patryk Bartkowiak
Hardware-software embedded module for position correction of the telescope control system. Int. J. Embed. Syst. 15 (5) (2022)
Szymon Sobczak, Rafal Kapela
Hybrid Restricted Boltzmann Machine- Convolutional Neural Network Model for Image Recognition. IEEE Access 10 (2022)
Jakub Bernat, Piotr Gajewski, Rafal Kapela, Agnieszka Marcinkowska, Paulina Superczynska
Design, Fabrication and Analysis of Magnetorheological Soft Gripper. Sensors 22 (7) (2022)
Szymon Sobczak, Rafal Kapela, Kevin McGuinness, Aleksandra Swietlicka, Dariusz Pazderski, Noel E. O'Connor
Restricted Boltzmann machine as an aggregation technique for binary descriptors. Vis. Comput. 37 (3) (2021)
Aleksandra Swietlicka, Krzysztof Kolanowski, Rafal Kapela
Training the Stochastic Kinetic Model of Neuron for Calculation of an Object's Position in Space. J. Intell. Robotic Syst. 98 (3) (2020)
Szymon Sobczak, Rafal Kapela
Restricted Boltzmann Machine as Image Pre-processing Method for Deep Neural Classifier. SA (2019)
Aleksandra Swietlicka, Krzysztof Kolanowski, Rafal Kapela, Miroslaw Galicki, Andrzej Rybarczyk
Investigation of generalization ability of a trained stochastic kinetic model of neuron. Appl. Math. Comput. 319 (2018)
Krzysztof Kolanowski, Aleksandra Swietlicka, Rafal Kapela, Janusz Pochmara, Andrzej Rybarczyk
Multisensor data fusion using Elman neural networks. Appl. Math. Comput. 319 (2018)
Rafal Kapela, Aleksandra Swietlicka, Krzysztof Kolanowski, Janusz Pochmara, Andrzej Rybarczyk
A set of dynamic artificial neural networks for robot sensor failure detection. RoMoCo (2017)
Rafal Kapela, Kevin McGuinness, Noel E. O'Connor
Real-time field sports scene classification using colour and frequency space decompositions. J. Real Time Image Process. 13 (4) (2017)
Marcin Augustyn, Pawel Sniatala, Rafal Kapela, Adam Turkot, Andrzej Pozarycki, Michal Wyczalek, Przemyslaw Skrzypczak
Road structure analysis based on cross-section images processing. MIXDES (2016)
Rafal Kapela, Pawel Sniatala, Adam Turkot, Andrzej Rybarczyk, Andrzej Pozarycki, Pawel Rydzewski, Michal Wyczalek, Adam Bloch
Asphalt surfaced pavement cracks detection based on histograms of oriented gradients. MIXDES (2015)
Rafal Kapela, Aleksandra Swietlicka, Andrzej Rybarczyk, Krzysztof Kolanowski, Noel E. O'Connor
Real-time event classification in field sport videos. Signal Process. Image Commun. 35 (2015)
Rafal Kapela, Karol Gugala, Pawel Sniatala, Aleksandra Swietlicka, Krzysztof Kolanowski
Embedded platform for local image descriptor based object detection. Appl. Math. Comput. 267 (2015)
Rafal Kapela, Pawel Sniatala, Andrzej Rybarczyk
Real-time visual content description system based on MPEG-7 descriptors. Multim. Tools Appl. 53 (1) (2011)
Pawel Sniatala, Rafal Kapela, R. Rudnicki, Andrzej Rybarczyk
Efficient hardware architectures of selected MPEG-7 color descriptors. EUSIPCO (2007)
Rafal Kapela, Andrzej Rybarczyk
Real-time shape description system based on MPEG-7 descriptors. J. Syst. Archit. 53 (9) (2007)
Rafal Kapela, Andrzej Rybarczyk
The Neighboring Pixel Representation for Efficient Binary Image Processing Operations. PARELEC (2006)
Rafal Kapela, Andrzej Rybarczyk, Michal Szulc
Trajectory realization with collision avoidance algorithm. RoMoCo (2005)