Ing.

Roman Juránek

Ph.D.

FIT, DCGM – Researcher

+420 54114 1414
ijuranek@fit.vut.cz

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Ing. Roman Juránek, Ph.D.

Publications

  • 2023

    JURÁNEK, 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.
    Detail | WWW

    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.
    Detail | WWW

    MATERNA, 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 | WWW

  • 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 | WWW

  • 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

    MUSIL, 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.
    Detail | WWW

    DOBEŠ, 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.
    Detail | WWW

    ŠPAŇHEL, 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 | WWW

    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.
    Detail | WWW

    BARTL, 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.
    Detail | WWW

    NOSKO, 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.
    Detail | WWW

  • 2019

    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. p. 1001-1006. ISBN: 978-1-5386-7024-8.
    Detail | WWW

    ŠPAŇHEL, 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.
    Detail | WWW

    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.
    Detail | WWW

  • 2018

    SOCHOR, 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.
    Detail | WWW

    SOCHOR, 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.
    Detail | WWW

    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.
    Detail | WWW

    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. p. 3524-3529. ISBN: 978-1-72810-321-1. ISSN: 2153-0017.
    Detail | WWW

  • 2017

    ŠPAŇHEL, 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 | WWW

    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.
    Detail | WWW

  • 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

    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. p. 105-112. ISBN: 978-80-223-3601-7.
    Detail | WWW

    STROKINA, 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.
    Detail

    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.
    Detail

  • 2013

    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 | WWW

    MACHALÍK, S.; ZEMČÍK, P.; JURÁNEK, R. Využití obrazové analýzy v tribotechnické diagnostice. Pardubice: Univerzita Pardubice, 2013. 112 p. ISBN: 978-80-7395-583-0.
    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.
    Detail | WWW

    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. p. 1-4. ISBN: 978-1-85899-283-9.
    Detail

    MACHALÍK, 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.
    Detail

  • 2011

    SEEMAN, M.; ZEMČÍK, P.; JURÁNEK, R.; HEROUT, A. Rychlý bilaterální filtr pro zpracování HDR obrazů. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2011, vol. 2012, no. 1, p. 0-0. ISSN: 1047-3203.
    Detail

    JURÁNEK, 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.
    Detail

    KADLČEK, 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.
    Detail

    MACHALÍK, S.; JURÁNEK, R.; ZEMČÍK, P. Automatická klasifikace částic opotřebení. Tribilogické informace, 2011, vol. 2011, no. 1, p. 14-15. ISSN: 1212-0081.
    Detail | WWW

    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.
    Detail | WWW

  • 2010

    LÁNÍK, 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.
    Detail | WWW

    MACHALÍK, S.; JURÁNEK, R. Analýza opotřebení v dopravě. Fifth International Conference - Theoretical and Practical Issues in Transport. Pardubice: Univerzita Pardubice, 2010. p. 64-69. ISBN: 978-80-7395-245-7.
    Detail

    HEROUT, 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.
    Detail

    JURÁNEK, 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.
    Detail | WWW

    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.
    Detail | WWW

  • 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 | WWW

  • 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.
    Detail | WWW

    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. p. 1-11. ISSN: 0302-9743.
    Detail | WWW

    JURÁNEK, 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.
    Detail | WWW

    CHMELAŘ, 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.
    Detail | WWW

    POLOK, 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.
    Detail

    ŠILHAVÁ, 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. Real- time Tracking of Participants in Meeting Video. In Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice: 2006. p. 89-0.
    Detail

    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. p. 203-205. ISBN: 80-214-3161- X.
    Detail

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