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Contact:
Room: 518

Position:
Assistant Professor

Research teams:
Nowe systemy głębokiego uczenia i ich zastosowania

Classes:
Systemy wbudowane w układach sterowania lab
Zaawansowane programowanie internetowe lab
Systemy wbudowane lab
PhD Eng Jarosław Bernacki

Papers (20)

2024 (1)

Compact Representation of Digital Camera’s Fingerprint with Convolutional Autoencoder
Bernacki J., Scherer R., Compact Representation of Digital Camera’s Fingerprint with Convolutional Autoencoder, Proceedings of the International Conference on Security and Cryptography, 792-797, 2024, Cites: 0

2023 (2)

IMAGINE Dataset: Digital Camera Identification Image BenchmarkinDataset
Bernacki J., Scherer R., IMAGINE Dataset: Digital Camera Identification Image BenchmarkinDataset, Proceedings of the International Conference on Security and Cryptography, 1, 1, 799-804, 2023, Cites: 2
Remarks on Speeding up the Digital Camera Identification using Convolutional Neural Networks
Bernacki J., Scherer R., Remarks on Speeding up the Digital Camera Identification using Convolutional Neural Networks, Vietnam Journal of Computer Science, 10, 10, 537-555, 2023, Cites: 0

2022 (3)

Individual Source Camera Identification with Convolutional Neural Networks
Bernacki J., Costa K.A.P., Scherer R., Individual Source Camera Identification with Convolutional Neural Networks, Communications in Computer and Information Science, 1716 CCIS, 1716 CCIS, 45-55, 2022, Cites: 2
Digital forensics: a fast algorithm for a digital sensor identification
Bernacki J., Scherer R., Digital forensics: a fast algorithm for a digital sensor identification, Journal of Information and Telecommunication, 6, 6, 399-419, 2022, Cites: 1
Digital camera identification by fingerprint’s compact representation
Bernacki J., Digital camera identification by fingerprint’s compact representation, Multimedia Tools and Applications, 81, 81, 21641-21674, 2022, Cites: 4

2021 (3)

Robustness of digital camera identification with convolutional neural networks
Bernacki J., Robustness of digital camera identification with convolutional neural networks, Multimedia Tools and Applications, 80, 80, 29657-29673, 2021, Cites: 7
Fast Imaging Sensor Identification
Bernacki J., Scherer R., Fast Imaging Sensor Identification, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12876 LNAI, 12876 LNAI, 572-584, 2021, Cites: 0
On robustness of camera identification algorithms
Bernacki J., On robustness of camera identification algorithms, Multimedia Tools and Applications, 80, 80, 921-942, 2021, Cites: 6

2020 (3)

Automatic exposure algorithms for digital photography
Bernacki J., Automatic exposure algorithms for digital photography, Multimedia Tools and Applications, 79, 79, 12751-12776, 2020, Cites: 13
A survey on digital camera identification methods
Bernacki J., A survey on digital camera identification methods, Forensic Science International: Digital Investigation, 34, 34, 2020, Cites: 28
Digital camera identification based on analysis of optical defects
Bernacki J., Digital camera identification based on analysis of optical defects, Multimedia Tools and Applications, 79, 79, 2945-2963, 2020, Cites: 3

2017 (1)

Some remarks about tracing digital cameras-faster method and usable countermeasure
Bernacki J., Klonowski M., Syga P., Some remarks about tracing digital cameras-faster method and usable countermeasure, ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications, 4, 4, 343-350, 2017, Cites: 4

2016 (3)

RFID security: A method for tracking prevention
Bernacki J., Kolaczek G., RFID security: A method for tracking prevention, Communications in Computer and Information Science, 659, 659, 241-249, 2016, Cites: 1
Responsive web design: Testing usability of mobile web applications
Bernacki J., Blazejczyk I., Indyka-Piasecka A., Kopel M., Kukla E., Trawinski B., Responsive web design: Testing usability of mobile web applications, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9621, 9621, 257-269, 2016, Cites: 24
Usability testing of a mobile friendly web conference service
Blazejczyk I., Trawinski B., Indyka-Piasecka A., Kopel M., Kukla E., Bernacki J., Usability testing of a mobile friendly web conference service, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9875 LNCS, 9875 LNCS, 565-579, 2016, Cites: 8

2015 (3)

Modeling Learning Group's Communication in Intelligent Tutoring Systems
Kozierkiewicz-Hetmanska A., Bernacki J., Modeling Learning Group's Communication in Intelligent Tutoring Systems, Proceedings - 2nd European Network Intelligence Conference, ENIC 2015, 140-144, 2015, Cites: 0
A conception for use of user profile to prediction learning effects in Intelligent Tutoring Systems
Kozierkiewicz-Hetmanska A., Bernacki J., A conception for use of user profile to prediction learning effects in Intelligent Tutoring Systems, Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, 97-101, 2015, Cites: 1
The comparison of creating homogeneous and heterogeneous collaborative learning groups in intelligent tutoring systems
Bernacki J., Kozierkiewicz-HetmaNska A., The comparison of creating homogeneous and heterogeneous collaborative learning groups in intelligent tutoring systems, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9011, 9011, 46-55, 2015, Cites: 5

2014 (1)

Creating collaborative learning groups in intelligent tutoring systems
Bernacki J., Kozierkiewicz-Hetmanska A., Creating collaborative learning groups in intelligent tutoring systems, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8671, 8671, 184-193, 2014, Cites: 5

Schedule