Ing.
Roman Juránek
Ph.D.
FIT, UPGM – vědecký pracovník
+420 54114 1414
ijuranek@fit.vut.cz
Publikace
2023
MATERNA, Z.; KAPINUS, M.; DOBEŠ, P.; JURÁNEK, R.; SMRŽ, P. Communication Framework for 5G-Enabled Network Applications. EuCNC & 6G Summit Proceedings. Gothenburg: 2023.
s. 1-5.
Detail | WWWJURÁNEK, R.; MUSIL, P.; MUSIL, M.; NOSKO, S.; ZEMČÍK, P. Smart camera for traffic applications. Journal of Signal Processing Systems for Signal Image and Video Technology, 2023, roč. 95, č. 9,
s. 1067-1077. ISSN: 1939-8115.
Detail | WWW2022
JURÁNEK, R.; VÝRAVSKÝ, J.; KOLÁŘ, M.; MOTL, D.; ZEMČÍK, P. Graph-based deep learning segmentation of EDS spectral images for automated mineral phase analysis. COMPUTERS & GEOSCIENCES, 2022, roč. 165, č. 8,
s. 1-2. ISSN: 0098-3004.
Detail | WWW2021
JURÁNEK, R.; MUSIL, P.; ZEMČÍK, P. Unconstrained License Plate Detection in Hardware. In Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS. Praha: SciTePress - Science and Technology Publications, 2021.
s. 13-21. ISBN: 978-989-758-513-5.
Detail2020
BARTL, V.; ŠPAŇHEL, J.; DOBEŠ, P.; JURÁNEK, R.; HEROUT, A. Automatic Camera Calibration by Landmarks on Rigid Objects. Machine Vision and Applications, 2020, roč. 32, č. 1,
s. 2-15. ISSN: 1432-1769.
Detail | WWWBARTL, V.; JURÁNEK, R.; ŠPAŇHEL, J.; HEROUT, A. PlaneCalib: Automatic Camera Calibration by Multiple Observations of Rigid Objects on Plane. In 2020 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Melbourne: Institute of Electrical and Electronics Engineers, 2020.
s. 1-8. ISBN: 978-1-7281-9108-9.
Detail | WWWDOBEŠ, P.; ŠPAŇHEL, J.; BARTL, V.; JURÁNEK, R.; HEROUT, A. Density-Based Vehicle Counting with Unsupervised Scale Selection. In Digital Image Computing: Techniques and Applications 2020. Melbourne: Institute of Electrical and Electronics Engineers, 2020.
s. 1-8. ISBN: 978-1-7281-9108-9.
Detail | WWWŠPAŇHEL, J.; SOCHOR, J.; JURÁNEK, R.; DOBEŠ, P.; BARTL, V.; HEROUT, A. Learning Feature Aggregation in Temporal Domain for Re-Identification. COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, roč. 192, č. 11,
s. 1-12. ISSN: 1077-3142.
Detail | WWWMUSIL, P.; JURÁNEK, R.; MUSIL, M.; ZEMČÍK, P. Cascaded Stripe Memory Engines for Multi-Scale Object Detection in FPGA. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, roč. 30, č. 1,
s. 267-280. ISSN: 1051-8215.
Detail | WWWNOSKO, S.; MUSIL, M.; ZEMČÍK, P.; JURÁNEK, R. Color HDR video processing architecture for smart camera: How to capture the HDR video in real-time. Journal of Real-Time Image Processing, 2020, roč. 17, č. 3,
s. 555-566. ISSN: 1861-8200.
Detail | WWW2019
ŠPAŇHEL, J.; JURÁNEK, R.; HEROUT, A.; NOVÁK, J.; HAVRÁNEK, P. Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density Based on Computer Vision. In 2019 22th International Conference on Intelligenet Transportation Systems (ITSC). Auckland: Institute of Electrical and Electronics Engineers, 2019.
s. 1001-1006. ISBN: 978-1-5386-7024-8.
Detail | WWWŠPAŇHEL, J.; BARTL, V.; JURÁNEK, R.; HEROUT, A. Vehicle Re-Identification and Multi-Camera Tracking in Challenging City-Scale Environment. In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. Long Beach: IEEE Computer Society, 2019.
s. 150-158. ISSN: 2160-7516.
Detail | WWWJURÁNEK, R.; ŠPAŇHEL, J.; SOCHOR, J.; HEROUT, A.; NOVÁK, J. Visual Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density. Transactions on Transport Sciences - online version, 2019, roč. 10, č. 1,
s. 50-57. ISSN: 1802-9876.
Detail | WWW2018
ŠPAŇHEL, J.; SOCHOR, J.; JURÁNEK, R.; HEROUT, A. Geometric Alignment by Deep Learning for Recognition of Challenging License Plates. In 2018 21st International Conference on Intelligent Transportation Systems (ITSC). Lahaina, Maui: IEEE Intelligent Transportation Systems Society, 2018.
s. 3524-3529. ISBN: 978-1-72810-321-1. ISSN: 2153-0017.
Detail | WWWJURÁNEK, R. Souhrnná výzkumná zpráva k projektu Detekce referenčních značek v obraze FIB/SEM. Brno: TESCAN GROUP, a.s, 2018.
s. 0-0.
Detail | WWWKÄLVIÄINEN, H.; EEROLA, T.; LENSU, L.; ILONEN, J.; ZEMČÍK, P.; JURÁNKOVÁ, M.; JURÁNEK, R. Comparison of bubble detectors and size distribution estimators. PATTERN RECOGNITION LETTERS, 2018, roč. 101, č. 1,
s. 60-66. ISSN: 0167-8655.
Detail | WWWSOCHOR, J.; JURÁNEK, R.; ŠPAŇHEL, J.; MARŠÍK, L.; ŠIROKÝ, A.; HEROUT, A.; ZEMČÍK, P. Comprehensive Data Set for Automatic Single Camera Visual Speed Measurement. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, roč. 2018, č. 99,
s. 1633-1643. ISSN: 1524-9050.
Detail | WWWJURÁNEK, R.; MILET, T. Souhrnná výzkumná zpráva k projektu NXP Konzultace Computer Vision 3. Brno: NXP Semiconductors Czech Republic s.r.o., 2018.
s. 0-0.
Detail | WWWSOCHOR, J.; ŠPAŇHEL, J.; JURÁNEK, R.; DOBEŠ, P.; HEROUT, A. Graph@FIT Submission to the NVIDIA AI City Challenge 2018. In NVIDIA AI City Challenge 2018 (CVPRW). Salt Lake City: IEEE Computer Society, 2018.
s. 77-84. ISBN: 978-1-5386-6100-0.
Detail | WWW2017
JURÁNEK, R. Relative motion estimation and structure from motion. Brno: NXP Semiconductors Czech Republic s.r.o., 2017.
s. 0-0.
Detail | WWWJURÁNEK, R.; MILET, T. Závěrečá zpráva projektu NXP-2017-K1. Brno: NXP Semiconductors Czech Republic s.r.o., 2017.
s. 0-0.
Detail | WWWSOCHOR, J.; JURÁNEK, R.; HEROUT, A. Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement. COMPUTER VISION AND IMAGE UNDERSTANDING, 2017, roč. 2017, č. 161,
s. 87-98. ISSN: 1077-3142.
Detail | WWWŠPAŇHEL, J.; SOCHOR, J.; JURÁNEK, R.; HEROUT, A.; MARŠÍK, L.; ZEMČÍK, P. Holistic Recognition of Low Quality License Plates by CNN using Track Annotated Data. In International Workshop on Traffic and Street Surveillance for Safety and Security (AVSS 2017). Lecce: IEEE Computer Society, 2017.
s. 1-6. ISBN: 978-1-5386-2939-0.
Detail | WWWHEROUT, A.; JURÁNEK, R.; SOCHOR, J.; ŠPAŇHEL, J. Analýza trajektorie a pohybu vozidel. Brno: Centrum dopravního výzkumu, v. v. i., 2017.
s. 0-0.
Detail | WWWHEROUT, A.; JURÁNEK, R.; SOCHOR, J.; ŠPAŇHEL, J. Studie proveditelnosti pro potřeby sčítání dopravy na základe automatické algoritmizace s minimalistickými vstupy operátora. Brno: Centrum dopravního výzkumu, v. v. i., 2017.
s. 0-0.
Detail | WWW2015
JURÁNEK, R.; HEROUT, A.; JURÁNKOVÁ, M.; ZEMČÍK, P. Real-Time Pose Estimation Piggybacked on Object Detection. In Proceedings of ICCV. Santiago: IEEE Computer Society, 2015.
s. 1-9. ISBN: 978-1-4673-8391-2.
Detail2014
ŠLOSÁR, P.; JURÁNEK, R.; HEROUT, A. Cheap Rendering vs. Costly Annotation: Rendered Omnidirectional Dataset of Vehicles. In Proceedings of Spring Conference on Computer Graphics. Smolenice: Comenius University in Bratislava, 2014.
s. 105-112. ISBN: 978-80-223-3601-7.
Detail | WWWJURÁNKOVÁ, M.; HEROUT, A.; JURÁNEK, R.; SOCHOR, J. Fully Automatic Roadside Camera Calibration for Traffic Surveillance. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, roč. 2014, č. 1,
s. 1-10. ISSN: 1524-9050.
DetailSTROKINA, N.; JURÁNEK, R.; EEROLA, T.; ZEMČÍK, P.; KÄLVIÄINEN, H.; LENSU, L. Comparison of Appearance-Based and Geometry-Based Bubble Detectors. In Proccedings of Internation Conference on Computer Vision and Graphics. Lecture Notes in Computer Science. Warsaw: Springer Verlag, 2014.
s. 610-617. ISBN: 978-3-319-11330-2.
Detail2013
MACHALÍK, S.; ZEMČÍK, P.; JURÁNEK, R. Využití obrazové analýzy v tribotechnické diagnostice. Pardubice: Univerzita Pardubice, 2013. 112 s. ISBN: 978-80-7395-583-0.
DetailZEMČÍK, P.; JURÁNEK, R.; MUSIL, P.; MUSIL, M.; HRADIŠ, M. High performance architecture for object detection in streamed video. Poster. New York: 2013.
s. 0-0.
Detail | WWWZEMČÍK, P.; JURÁNEK, R.; MUSIL, M.; MUSIL, P.; HRADIŠ, M. High Performance Architecture for Object Detection in Streamed Videos. Proceedings of FPL 2013. Porto: IEEE Circuits and Systems Society, 2013.
s. 1-4. ISBN: 978-1-4799-0004-6.
Detail | WWWZEMČÍK, P.; JURÁNEK, R.; MUSIL, P.; MUSIL, M.; HRADIŠ, M. High performance FPGA object detector: Hardware prototype. Proceedings of FPL 2013. Porto: 2013.
s. 1 (1 s.). ISBN: 978-1-4799-0004-6.
Detail | WWW2012
NAVRÁTIL, J.; ZEMČÍK, P.; JURÁNEK, R.; PEČIVA, J. A Skewed Paraboloid Cut for Better Shadow Rendering. Proceedings of Computer Graphics International 2012. Berlin: Springer Verlag, 2012.
s. 1-4. ISBN: 978-1-85899-283-9.
DetailJURÁNEK, R. Acceleration of Object Detection Using Classifiers. Brno: Faculty of Information Technology BUT, 2012.
s. 1-77.
DetailJURÁNEK, R.; HRADIŠ, M.; ZEMČÍK, P. Real-time Algorithms of Object Detection using Classifiers. In Real-Time System. Rijeka: InTech - Open Access Publisher, 2012.
s. 1-22. ISBN: 9789535105107.
Detail | WWWMACHALÍK, S.; JURÁNEK, R.; ZEMČÍK, P. Research of Image Features for Classification of Wear Debris. Machine Graphics and Vision, 2012, roč. 20, č. 1,
s. 479-493. ISSN: 1230-0535.
Detail2011
SEEMAN, M.; ZEMČÍK, P.; JURÁNEK, R.; HEROUT, A. Fast bilateral filter for HDR imaging. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2011, roč. 2012, č. 1,
s. 0-0. ISSN: 1047-3203.
DetailHEROUT, A.; JOŠTH, R.; JURÁNEK, R.; HAVEL, J.; HRADIŠ, M.; ZEMČÍK, P. Real-time object detection on CUDA. Journal of Real-Time Image Processing, 2011, roč. 2011, č. 3,
s. 159-170. ISSN: 1861-8200.
Detail | WWWJURÁNEK, R.; MACHALÍK, S.; ZEMČÍK, P. Analysis Wear Debris Through Classification. Proceedings of Advanced Concepts of Inteligent Vision Systems (ACIVS 2011). Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2011.
s. 273-283. ISBN: 978-3-642-23686-0.
DetailKADLČEK, F.; JURÁNEK, R.; ZEMČÍK, P. Automatic synthesis of classifiers in FGPA. International Bata Conference for Ph.D. Students and Young Researchers. Zlín: Tomas Bata University in Zlín, 2011.
s. 1-12. ISBN: 978-80-7454-013-4.
DetailMACHALÍK, S.; JURÁNEK, R.; ZEMČÍK, P. Automatická klasifikace částic opotřebení. Tribilogické informace, 2011, roč. 2011, č. 1,
s. 14-15. ISSN: 1212-0081.
Detail | WWW2010
MACHALÍK, S.; JURÁNEK, R. Wear Debris Analysis in Transport. Fifth International Conference - Theoretical and Practical Issues in Transport. Pardubice: Univerzita Pardubice, 2010.
s. 64-69. ISBN: 978-80-7395-245-7.
DetailHEROUT, A.; JURÁNEK, R.; ZEMČÍK, P. Implementing the Local Binary Patterns with SIMD Instructions of CPU. Proceedings of WSCG 2010. Plzeň: University of West Bohemia in Pilsen, 2010.
s. 39-42. ISBN: 978-80-86943-86-2.
Detail | WWWJURÁNEK, R.; HRADIŠ, M.; ZEMČÍK, P. Platform for Teaching Detection Classifiers. Proceedings of Digital Technologies 2010. Žilina: Zilina University Publisher, 2010.
s. 1-5. ISBN: 978-80-554-0304-5.
Detail | WWWLÁNÍK, A.; MLÍCH, J.; ZEMČÍK, P.; JURÁNEK, R.; CHMELAŘ, P. Multimodal data acquisition on mobile devices. Proceedings of 7th International Workshop Digital Technologies 2010. Žilina: Zilina University Publisher, 2010.
s. 57-58. ISBN: 978-80-554-0304-5.
Detail | WWWHEROUT, A.; ZEMČÍK, P.; HRADIŠ, M.; JURÁNEK, R.; HAVEL, J.; JOŠTH, R.; ŽÁDNÍK, M. Low-Level Image Features for Real-Time Object Detection. In Pattern Recognition, Recent Advances. Vienna: IN-TECH Education and Publishing, 2010.
s. 111-136. ISBN: 978-953-7619-90-9.
Detail2009
BERAN, V.; JURÁNEK, R.; MLÍCH, J.; ŽÁK, P.; HEROUT, A.; ZEMČÍK, P. On-Line Object Behaviour Analysis for Surveillance Systems. 10th Annual ICT Conference. Nairobi: 2009.
s. 1-5.
Detail | WWW2008
JURÁNEK, R. Detection of Dogs in Video Using Statistical Classifiers. Proceedings of International Conference on Computer Vision and Graphics 2008. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2008.
s. 1-11. ISSN: 0302-9743.
Detail | WWWCHMELAŘ, P.; BERAN, V.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; LÁNÍK, A.; MLÍCH, J.; NAVRÁTIL, J.; ŘEZNÍČEK, I.; ŽÁK, P.; ZEMČÍK, P. Brno University of Technology at TRECVid 2008. Proceedings of TRECVID 2008. Gaithersburg: National Institute of Standards and Technology, 2008.
s. 1-16.
Detail | WWWPOLOK, L.; HEROUT, A.; ZEMČÍK, P.; HRADIŠ, M.; JURÁNEK, R.; JOŠTH, R. "Local Rank Differences" Image Feature Implemented on GPU. Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems. Lecture Notes In Computer Science; Vol. 5259. Berlin, Heidelberg: Springer Verlag, 2008.
s. 170-181. ISBN: 978-3-540-88457-6.
DetailHEROUT, A.; ZEMČÍK, P.; JURÁNEK, R.; HRADIŠ, M. Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU. Proceedings of Sixth Indian Conference on Computer Vision, Graphics and Image Processing. Bhubaneswar: IEEE Computer Society, 2008.
s. 1-9. ISBN: 978-0-7695-3476-3.
Detail | WWWJURÁNEK, R. Engine for Real-Time 2D Object Detection. Proceedings of the 14th Conference STUDENT EEICT 2008 Volume 4. Brno: Brno University of Technology, 2008.
s. 1-5. ISBN: 80-214-3163-6.
Detail | WWW2007
ŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Platform for Evaluation of Image Classifiers. Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007.
s. 103-109. ISBN: 978-80-223-2292-8.
DetailŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, 2007, roč. 2007, č. 9,
s. 31-47. ISSN: 1811-8992.
Detail2006
HRADIŠ, M.; JURÁNEK, R. Head Tracking in Meeting Video. Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 2. Brno: Vysoké učení technické v Brně, 2006.
s. 203-205. ISBN: 80-214-3161-X.
Detail | WWWHRADIŠ, M.; JURÁNEK, R. Real-time Tracking of Participants in Meeting Video. Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice: 2006.
s. 89-93.
Detail | WWW
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