Detail projektu
Algorithms, Design Methods, and Many-Core Execution Platform for Low-Power Massive Data-Rate Video and Image Processing
Období řešení: 1. 4. 2014 – 30. 6. 2017
Typ projektu: grant
Kód: 7H14002
Agentura: Ministerstvo školství, mládeže a tělovýchovy ČR
Program: Společné technologické iniciativy
Název česky
Algoritmy, metody návrhu a platforma pro many-core zpracování obrazu a videa s velkou propustností a malou spotřebou energie
Typ
grant
Klíčová slova
multi-core, many-core, low-power, massive data rate processing, embedded system, platform, architecture, system software stack, algorithm, resilience, variations, composable, cross-domain, tool chain, design method, design tool, application framework, resource management, power management, hardware-software collaborative techniques, mobile handset, healthcare, security, surveillance
Abstrakt
Projekt pojednává o Algoritmech, metodách návrhu a platformách pro many-core zpracování obrazu a videa s velkou propustností a malou spotřebou energie.
Řešitelé
Zemčík Pavel, prof. Dr. Ing., dr. h. c.
(UPGM)
– hlavní řešitel
Čekan Ondřej, Ing., Ph.D. (UFYZ)
Hradiš Michal, Ing., Ph.D. (UPGM)
Hruška Tomáš, prof. Ing., CSc. (UIFS)
Jašek Roman, Ing. (FIT)
Juráček Ivo, Bc.
Kolář Dušan, doc. Dr. Ing. (UIFS)
Kotásek Zdeněk, doc. Ing., CSc.
Krčma Martin, Ing., Ph.D. (UFYZ)
Lojda Jakub, Ing., Ph.D. (UPSY)
Podivínský Jakub, Ing., Ph.D. (UFYZ)
Smrž Pavel, doc. RNDr., Ph.D. (UPGM)
Svoboda Pavel, Ing., Ph.D.
Szentandrási István, Ing., Ph.D.
Zachariáš Michal, Ing., Ph.D. (UPGM)
Zachariášová Marcela, Ing., Ph.D. (UPSY)
Čekan Ondřej, Ing., Ph.D. (UFYZ)
Hradiš Michal, Ing., Ph.D. (UPGM)
Hruška Tomáš, prof. Ing., CSc. (UIFS)
Jašek Roman, Ing. (FIT)
Juráček Ivo, Bc.
Kolář Dušan, doc. Dr. Ing. (UIFS)
Kotásek Zdeněk, doc. Ing., CSc.
Krčma Martin, Ing., Ph.D. (UFYZ)
Lojda Jakub, Ing., Ph.D. (UPSY)
Podivínský Jakub, Ing., Ph.D. (UFYZ)
Smrž Pavel, doc. RNDr., Ph.D. (UPGM)
Svoboda Pavel, Ing., Ph.D.
Szentandrási István, Ing., Ph.D.
Zachariáš Michal, Ing., Ph.D. (UPGM)
Zachariášová Marcela, Ing., Ph.D. (UPSY)
Publikace
2019
- VEĽAS, M.; ŠPANĚL, M.; HRADIŠ, M.; HEROUT, A. Convolutional Neural Networks for the Odometry Estimation. Journal of Intelligent and Robotics Systems, 2019, vol. 2019, no. 93,
p. 1-22. ISSN: 0921-0296. Detail
2017
- ČEKAN, O.; KOTÁSEK, Z. Random Test Stimuli Generation Based on a Probabilistic Grammar. Proceedings of the 5th Prague Embedded Systems Workshop. Roztoky u Prahy: Faculty of Information Technology, Czech Technical University, 2017.
p. 43-44. ISBN: 978-80-01-06178-7. Detail - ČEKAN, O.; KOTÁSEK, Z. A Probabilistic Context-Free Grammar Based Random Test Program Generation. In Proceedings of 20th Euromicro Conference on Digital System Design. Vídeň: Technical University Wien, 2017.
p. 356-359. ISBN: 978-1-5386-2145-5. Detail - KRČMA, M.; KOTÁSEK, Z. Approximation accuracy of different FPNN types. Proceedings of the 5th Prague Embedded Systems Workshop. Roztoky u Prahy: Faculty of Information Technology, Czech Technical University, 2017.
p. 81-82. ISBN: 978-80-01-06178-7. Detail - LOJDA, J.; KOTÁSEK, Z. A Basic Approach to Fault Tolerance of Data Paths of HLS-synthesized Systems and its Evaluation. Proceedings of the 5th Prague Embedded Systems Workshop. Roztoky u Prahy: Faculty of Information Technology, Czech Technical University, 2017.
p. 79-80. ISBN: 978-80-01-06178-7. Detail - PODIVÍNSKÝ, J.; ČEKAN, O.; LOJDA, J.; ZACHARIÁŠOVÁ, M.; KRČMA, M.; KOTÁSEK, Z. Functional Verification Based Platform for Evaluating Fault Tolerance Properties. Microprocessors and Microsystems, 2017, vol. 52, no. 5,
p. 145-159. ISSN: 0141-9331. Detail - PODIVÍNSKÝ, J.; KOTÁSEK, Z. The Use of Functional Verification for Monitoring Impact of Faults in SRAM-based FPGAs. Proceedings of the 5th Prague Embedded Systems Workshop. Roztoky u Prahy: Faculty of Information Technology, Czech Technical University, 2017.
p. 81-82. ISBN: 978-80-01-06178-7. Detail
2016
- ČEKAN, O. Generování testovacích stimulů. Počítačové architektury a diagnostika PAD 2016. Bořetice - Kraví Hora: Fakulta informačních technologií VUT v Brně, 2016.
s. 97-100. ISBN: 978-80-214-5376-0. Detail - ČEKAN, O.; KOTÁSEK, Z. Software-implemented Fault-Tolerant Program Generation. Proceedings of the 4th Prague Embedded Systems Workshop. Roztoky u Prahy: 2016.
p. 13-13. ISBN: 978-80-01-05984-5. Detail - ČEKAN, O.; PODIVÍNSKÝ, J.; KOTÁSEK, Z. Random Stimuli Generation Based on a Stochastic Context-Free Grammar. In Proceedings of the 2016 International Conference on Field Programmable Technology. Xi'an: IEEE Computer Society, 2016.
p. 295-296. ISBN: 978-1-5090-5602-6. Detail - KOLÁŘ, M.; HRADIŠ, M.; ZEMČÍK, P. Deep Learning on Small Datasets using Online Image Search. In Proceedings of 32nd Spring Conference on Computer Graphics. Proceeding of Spring Conference on Computer Graphics. Bratislava: Comenius University in Bratislava, 2016.
p. 87-93. ISBN: 978-1-4503-3693-2. ISSN: 1335-5694. Detail - KOTÁSEK, Z.; PODIVÍNSKÝ, J. Verification of Robot Controller for Evaluating Impacts of Faults in Electro-mechanical Systems. Proceedings of the 4th Prague Embedded Systems Workshop. Roztoky u Prahy: 2016.
p. 0-0. Detail - KRČMA, M.; KOTÁSEK, Z.; LOJDA, J.; KAŠTIL, J. Comparsion of FPNNs models approximation capabilities and resources utilization. Proceedings of the Work in progress Session held in connection with DSD 2016. Limassol: Johannes Kepler University Linz, 2016.
p. 1-2. ISBN: 978-3-902457-46-2. Detail - LOJDA, J.; PODIVÍNSKÝ, J.; KRČMA, M.; KOTÁSEK, Z. HLS-based Fault Tolerance Approach for SRAM-based FPGAs. In Proceedings of the 2016 International Conference on Field Programmable Technology. Xi'an: IEEE Computer Society, 2016.
p. 301-302. ISBN: 978-1-5090-5602-6. Detail - PODIVÍNSKÝ, J. Funkční verifikace jako nástroj pro sledování vlivu poruch na elektro-mechanický systém. Počítačové architektury a diagnostika PAD 2016. Bořetice - Kraví Hora: Fakulta informačních technologií VUT v Brně, 2016.
s. 101-104. ISBN: 978-80-214-5376-0. Detail - PODIVÍNSKÝ, J.; ČEKAN, O.; LOJDA, J.; KOTÁSEK, Z. Functional Verification as a Tool for Monitoring Impact of Faults in SRAM-based FPGAs. In Proceedings of the 2016 International Conference on Field Programmable Technology. Xi'an: IEEE Computer Society, 2016.
p. 293-294. ISBN: 978-1-5090-5602-6. Detail - PODIVÍNSKÝ, J.; ČEKAN, O.; LOJDA, J.; KOTÁSEK, Z. Verification of Robot Controller for Evaluating Impacts of Faults in Electro-mechanical Systems. In Proceedings of the 19th Euromicro Conference on Digital Systems Design. Limassol: IEEE Computer Society, 2016.
p. 487-494. ISBN: 978-1-5090-2816-0. Detail - SVOBODA, P.; HRADIŠ, M.; BAŘINA, D.; ZEMČÍK, P. Compression Artifacts Removal Using Convolutional Neural Networks. Journal of WSCG, 2016, vol. 24, no. 2,
p. 63-72. ISSN: 1213-6972. Detail - SVOBODA, P.; HRADIŠ, M.; MARŠÍK, L.; ZEMČÍK, P. CNN for license plate motion deblurring. In IEEE International Conference on Image Processing (ICIP). Phoenix: IEEE Signal Processing Society, 2016.
p. 3832-3836. ISBN: 978-1-4673-9961-6. Detail - SZURMAN, K.; MIČULKA, L.; KOTÁSEK, Z. Towards a State Synchronization Methodology for Recovery Process after Partial Reconfiguration of Fault Tolerant Systems. Proceedings of the 4th Prague Embedded Systems Workshop. Roztoky u Prahy: 2016.
p. 0-0. ISBN: 978-80-01-05984-5. Detail
2015
- HRADIŠ, M.; KOTERA, J.; ZEMČÍK, P.; ŠROUBEK, F. Convolutional Neural Networks for Direct Text Deblurring. Proceedings of BMVC 2015. Swansea: The British Machine Vision Association and Society for Pattern Recognition, 2015.
p. 1-13. ISBN: 1-901725-53-7. Detail - SZENTANDRÁSI, I.; ZACHARIÁŠ, M.; KAJAN, R.; TINKA, J.; JURÁNKOVÁ, M.; SOCHOR, J.; HEROUT, A. INCAST: Interactive Camera Streams for Surveillance Cams AR. In Proceedings of the 2015 14th IEEE International Symposium on Mixed and Augmented Reality. Fukuoka: Institute of Electrical and Electronics Engineers, 2015.
p. 1-5. ISBN: 978-1-4799-6184-9. Detail