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ORCIDRafal Kapela
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2020 – today
- 2022
[j12]Szymon Sobczak
, Rafal Kapela:
Hybrid Restricted Boltzmann Machine- Convolutional Neural Network Model for Image Recognition. IEEE Access 10: 24985-24994 (2022)- [j11]Rafal Kapela, Patryk Bartkowiak:
Hardware-software embedded module for position correction of the telescope control system. Int. J. Embed. Syst. 15(5): 385-394 (2022) - [j10]Jakub Bernat, Piotr Gajewski, Rafal Kapela, Agnieszka Marcinkowska, Paulina Superczynska:
Design, Fabrication and Analysis of Magnetorheological Soft Gripper. Sensors 22(7): 2757 (2022) - 2021
- [j9]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): 423-432 (2021) - 2020
- [j8]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): 615-626 (2020)
2010 – 2019
- 2019
- [c7]Szymon Sobczak, Rafal Kapela:
Restricted Boltzmann Machine as Image Pre-processing Method for Deep Neural Classifier. SA 2019: 1-5 - 2018
- [j7]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: 115-124 (2018) - [j6]Krzysztof Kolanowski, Aleksandra Swietlicka, Rafal Kapela, Janusz Pochmara, Andrzej Rybarczyk:
Multisensor data fusion using Elman neural networks. Appl. Math. Comput. 319: 236-244 (2018) - 2017
- [j5]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): 725-737 (2017) - [c6]Rafal Kapela, Aleksandra Swietlicka, Krzysztof Kolanowski, Janusz Pochmara, Andrzej Rybarczyk:
A set of dynamic artificial neural networks for robot sensor failure detection. RoMoCo 2017: 199-204 - 2016
- [c5]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: 425-428 - 2015
- [j4]Rafal Kapela, Karol Gugala, Pawel Sniatala, Aleksandra Swietlicka, Krzysztof Kolanowski:
Embedded platform for local image descriptor based object detection. Appl. Math. Comput. 267: 419-426 (2015) - [j3]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: 35-45 (2015) - [c4]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: 579-584 - 2011
- [j2]Rafal Kapela, Pawel Sniatala, Andrzej Rybarczyk:
Real-time visual content description system based on MPEG-7 descriptors. Multim. Tools Appl. 53(1): 119-150 (2011)
2000 – 2009
- 2007
- [j1]Rafal Kapela, Andrzej Rybarczyk:
Real-time shape description system based on MPEG-7 descriptors. J. Syst. Archit. 53(9): 602-618 (2007) - [c3]Pawel Sniatala, Rafal Kapela, R. Rudnicki, Andrzej Rybarczyk:
Efficient hardware architectures of selected MPEG-7 color descriptors. EUSIPCO 2007: 1672-1675 - 2006
- [c2]Rafal Kapela, Andrzej Rybarczyk:
The Neighboring Pixel Representation for Efficient Binary Image Processing Operations. PARELEC 2006: 396-404 - 2005
- [c1]Rafal Kapela, Andrzej Rybarczyk, Michal Szulc:
Trajectory realization with collision avoidance algorithm. RoMoCo 2005: 131-136
Coauthor Index
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