Ing.
Roman Juránek
Ph.D.
vědecký pracovník
+420 54114 1414
ijuranek@fit.vut.cz
L204 Pracovna doktorandů
Publikace
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2023
JURÁNEK, R.; KLEPÁRNÍK, P.; KAPINUS, M.; DOBEŠ, P.; SMRŽ, P. A Study of Real-time Computer Vision Tasks in 5G-enhanced Environment. EuCNC & 6G Summit Proceedings. Gothenburg: 2023.
p. 1-5. DetailJURÁNEK, 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, vol. 95, no. 9,
p. 1067-1077. ISSN: 1939-8115. DetailMATERNA, Z.; KAPINUS, M.; DOBEŠ, P.; JURÁNEK, R.; SMRŽ, P. Communication Framework for 5G-Enabled Network Applications. EuCNC & 6G Summit Proceedings. Gothenburg: 2023.
p. 1-5. Detail -
2022
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, vol. 165, no. 8,
p. 1-2. ISSN: 0098-3004. Detail -
2021
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.
p. 13-21. ISBN: 978-989-758-513-5. Detail -
2020
BARTL, 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.
p. 1-8. ISBN: 978-1-7281-9108-9. DetailBARTL, V.; ŠPAŇHEL, J.; DOBEŠ, P.; JURÁNEK, R.; HEROUT, A. Automatic Camera Calibration by Landmarks on Rigid Objects. Machine Vision and Applications, 2020, vol. 32, no. 1,
p. 2-15. ISSN: 1432-1769. DetailDOBEŠ, 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.
p. 1-8. ISBN: 978-1-7281-9108-9. DetailMUSIL, 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, vol. 30, no. 1,
p. 267-280. ISSN: 1051-8215. DetailNOSKO, S.; MUSIL, M.; ZEMČÍK, P.; JURÁNEK, R. Color HDR video processing architecture for smart camera. Journal of Real-Time Image Processing, 2020, vol. 17, no. 3,
p. 555-566. ISSN: 1861-8200. DetailŠPAŇHEL, 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, vol. 192, no. 11,
p. 1-12. ISSN: 1077-3142. Detail -
2019
JURÁNEK, 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, vol. 10, no. 1,
p. 50-57. ISSN: 1802-9876. DetailŠPAŇHEL, 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.
p. 150-158. ISSN: 2160-7516. DetailŠPAŇHEL, 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.
p. 1001-1006. ISBN: 978-1-5386-7024-8. Detail -
2018
KÄLVIÄINEN, 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, vol. 101, no. 1,
p. 60-66. ISSN: 0167-8655. DetailSOCHOR, 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, vol. 2018, no. 99,
p. 1633-1643. ISSN: 1524-9050. DetailSOCHOR, 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.
p. 77-84. ISBN: 978-1-5386-6100-0. DetailŠPAŇHEL, 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.
p. 3524-3529. ISBN: 978-1-72810-321-1. ISSN: 2153-0017. Detail -
2017
SOCHOR, 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, vol. 2017, no. 161,
p. 87-98. ISSN: 1077-3142. DetailŠPAŇHEL, 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.
p. 1-6. ISBN: 978-1-5386-2939-0. Detail -
2015
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.
p. 1-9. ISBN: 978-1-4673-8391-2. Detail -
2014
JURÁNKOVÁ, M.; HEROUT, A.; JURÁNEK, R.; SOCHOR, J. Fully Automatic Roadside Camera Calibration for Traffic Surveillance. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, vol. 2014, no. 1,
p. 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.
p. 610-617. ISBN: 978-3-319-11330-2. DetailŠLOSÁR, 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.
p. 105-112. ISBN: 978-80-223-3601-7. Detail -
2013
MACHALÍK, S.; ZEMČÍK, P.; JURÁNEK, R. Využití obrazové analýzy v tribotechnické diagnostice. Pardubice: Univerzita Pardubice, 2013. 112 s. ISBN: 978-80-7395-583-0. Detail
ZEMČÍK, 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.
p. 1-4. ISBN: 978-1-4799-0004-6. Detail -
2012
JURÁNEK, R.; HRADIŠ, M.; ZEMČÍK, P. Real-time Algorithms of Object Detection with Classifiers. In Real-Time System. Rijeka: InTech - Open Access Publisher, 2012.
p. 1-22. ISBN: 9789535105107. DetailMACHALÍK, S.; JURÁNEK, R.; ZEMČÍK, P. Research of Imgae Features for Classification of Wear Debris. Machine Graphics and Vision, 2012, vol. 20, no. 1,
p. 479-493. ISSN: 1230-0535. DetailNAVRÁTIL, 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.
p. 1-4. ISBN: 978-1-85899-283-9. Detail -
2011
HEROUT, A.; JOŠTH, R.; JURÁNEK, R.; HAVEL, J.; HRADIŠ, M.; ZEMČÍK, P. Real-time object detection on CUDA. Journal of Real-Time Image Processing, 2011, vol. 2011, no. 3,
p. 159-170. ISSN: 1861-8200. DetailJURÁNEK, 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.
p. 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.
p. 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. DetailSEEMAN, M.; ZEMČÍK, P.; JURÁNEK, R.; HEROUT, A. Rychlý bilaterální filtr pro zpracování HDR obrazů. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2011, roč. 2012, č. 1,
s. 0-0. ISSN: 1047-3203. Detail -
2010
HEROUT, 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.
p. 39-42. ISBN: 978-80-86943-86-2. DetailHEROUT, 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.
p. 111-136. ISBN: 978-953-7619-90-9. DetailJURÁNEK, R.; HRADIŠ, M.; ZEMČÍK, P. Platform for Teaching Detection Classifiers. Proceedings of Digital Technologies 2010. Žilina: Zilina University Publisher, 2010.
p. 1-5. ISBN: 978-80-554-0304-5. DetailLÁNÍK, 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.
p. 57-58. ISBN: 978-80-554-0304-5. DetailMACHALÍK, S.; JURÁNEK, R. Analýza opotřebení v dopravě. Fifth International Conference - Theoretical and Practical Issues in Transport. Pardubice: Univerzita Pardubice, 2010.
s. 64-69. ISBN: 978-80-7395-245-7. Detail -
2009
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.
p. 1-5. Detail -
2008
HEROUT, 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.
p. 1-9. ISBN: 978-0-7695-3476-3. DetailCHMELAŘ, 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.
p. 1-16. DetailJURÁNEK, 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.
p. 1-11. ISSN: 0302-9743. DetailJURÁNEK, R. Engine for Real-Time 2D Object Detection. Proceedings of the 14th Conference STUDENT EEICT 2008 Volume 4. Brno: Brno University of Technology, 2008.
p. 1-5. ISBN: 80-214-3163-6. DetailPOLOK, 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.
p. 170-181. ISBN: 978-3-540-88457-6. Detail -
2007
ŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Platform for Evaluation of Image Classifiers. In Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007.
p. 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, vol. 2007, no. 9,
p. 31-47. ISSN: 1811-8992. Detail -
2006
HRADIŠ, M.; JURÁNEK, R. Sledování učastníků ve videozáznamech z jednání. In 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