Publications
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2023
JURÁNEK Roman, KLEPÁRNÍK Petr, KAPINUS Michal, DOBEŠ Petr and SMRŽ Pavel. A Study of Real-time Computer Vision Tasks in 5G-enhanced Environment. In: EuCNC & 6G Summit Proceedings. Gothenburg, 2023, pp. 1-5.
DetailMATERNA Zdeněk, KAPINUS Michal, DOBEŠ Petr, JURÁNEK Roman and SMRŽ Pavel. Communication Framework for 5G-Enabled Network Applications. In: EuCNC & 6G Summit Proceedings. Gothenburg, 2023, pp. 1-5.
DetailJURÁNEK Roman, MUSIL Petr, MUSIL Martin, NOSKO Svetozár and ZEMČÍK Pavel. Smart camera for traffic applications. Journal of Signal Processing Systems, vol. 95, no. 9, 2023, pp. 1067-1077. ISSN 1939-8115.
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2022
JURÁNEK Roman, VÝRAVSKÝ Jakub, KOLÁŘ Martin, MOTL David and ZEMČÍK Pavel. Graph-based deep learning segmentation of EDS spectral images for automated mineral phase analysis. Computers and Geosciences, vol. 165, no. 8, 2022, pp. 1-2. ISSN 0098-3004.
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2021
JURÁNEK Roman, MUSIL Petr and ZEMČÍK Pavel. 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, pp. 13-21. ISBN 978-989-758-513-5.
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2020
BARTL Vojtěch, ŠPAŇHEL Jakub, DOBEŠ Petr, JURÁNEK Roman and HEROUT Adam. Automatic Camera Calibration by Landmarks on Rigid Objects. Machine Vision and Applications, vol. 32, no. 1, 2020, pp. 2-15. ISSN 1432-1769.
DetailMUSIL Petr, JURÁNEK Roman, MUSIL Martin and ZEMČÍK Pavel. Cascaded Stripe Memory Engines for Multi-Scale Object Detection in FPGA. IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 1, 2020, pp. 267-280. ISSN 1051-8215.
DetailNOSKO Svetozár, MUSIL Martin, ZEMČÍK Pavel and JURÁNEK Roman. Color HDR video processing architecture for smart camera. Journal of Real-Time Image Processing, vol. 17, no. 3, 2020, pp. 555-566. ISSN 1861-8200.
DetailDOBEŠ Petr, ŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman and HEROUT Adam. Density-Based Vehicle Counting with Unsupervised Scale Selection. In: Digital Image Computing: Techniques and Applications 2020. Melbourne: Institute of Electrical and Electronics Engineers, 2020, pp. 1-8. ISBN 978-1-7281-9108-9.
DetailŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, DOBEŠ Petr, BARTL Vojtěch and HEROUT Adam. Learning Feature Aggregation in Temporal Domain for Re-Identification. Computer Vision and Image Understanding, vol. 192, no. 11, 2020, pp. 1-12. ISSN 1077-3142.
DetailBARTL Vojtěch, JURÁNEK Roman, ŠPAŇHEL Jakub and HEROUT Adam. 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, pp. 1-8. ISBN 978-1-7281-9108-9.
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2019
ŠPAŇHEL Jakub, JURÁNEK Roman, HEROUT Adam, NOVÁK Jan and HAVRÁNEK Pavel. 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, pp. 1001-1006. ISBN 978-1-5386-7024-8.
DetailŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman and HEROUT Adam. 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, vol. 2019. Long Beach: IEEE Computer Society, 2019, pp. 150-158. ISSN 2160-7516.
DetailJURÁNEK Roman, ŠPAŇHEL Jakub, SOCHOR Jakub, HEROUT Adam and NOVÁK Jan. Visual Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density. Transactions on Transport Sciences, vol. 10, no. 1, 2019, pp. 50-57. ISSN 1802-9876.
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2018
KÄLVIÄINEN Heikki, EEROLA Tuomas, LENSU Lasse, ILONEN Jarmo, ZEMČÍK Pavel, DUBSKÁ Markéta and JURÁNEK Roman. Comparison of bubble detectors and size distribution estimators. Pattern Recognition Letters, vol. 101, no. 1, 2018, pp. 60-66. ISSN 0167-8655.
DetailSOCHOR Jakub, JURÁNEK Roman, ŠPAŇHEL Jakub, MARŠÍK Lukáš, ŠIROKÝ Adam, HEROUT Adam and ZEMČÍK Pavel. Comprehensive Data Set for Automatic Single Camera Visual Speed Measurement. IEEE Transactions on Intelligent Transportation Systems, vol. 2018, no. 99, pp. 1633-1643. ISSN 1524-9050.
DetailŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman and HEROUT Adam. 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, pp. 3524-3529. ISBN 978-1-72810-321-1. ISSN 2153-0017.
DetailSOCHOR Jakub, ŠPAŇHEL Jakub, JURÁNEK Roman, DOBEŠ Petr and HEROUT Adam. Graph@FIT Submission to the NVIDIA AI City Challenge 2018. In: NVIDIA AI City Challenge 2018 (CVPRW). Salt Lake City: IEEE Computer Society, 2018, pp. 77-84. ISBN 978-1-5386-6100-0.
DetailJURÁNEK Roman. Souhrnná výzkumná zpráva k projektu Detekce referenčních značek v obraze FIB/SEM. Brno: TESCAN GROUP, a.s, 2018.
DetailJURÁNEK Roman and MILET Tomáš. Souhrnná výzkumná zpráva k projektu NXP Konzultace Computer Vision 3. Brno: NXP Semiconductors Czech Republic s.r.o., 2018.
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2017
HEROUT Adam, JURÁNEK Roman, SOCHOR Jakub and ŠPAŇHEL Jakub. Analýza trajektorie a pohybu vozidel. Brno: Transport Research Centre, 2017.
DetailŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, HEROUT Adam, MARŠÍK Lukáš and ZEMČÍK Pavel. 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, pp. 1-6. ISBN 978-1-5386-2939-0.
DetailJURÁNEK Roman. Relative motion estimation and structure from motion. Brno: NXP Semiconductors Czech Republic s.r.o., 2017.
DetailHEROUT Adam, JURÁNEK Roman, SOCHOR Jakub and ŠPAŇHEL Jakub. Studie proveditelnosti pro potřeby sčítání dopravy na základe automatické algoritmizace s minimalistickými vstupy operátora. Brno: Transport Research Centre, 2017.
DetailSOCHOR Jakub, JURÁNEK Roman and HEROUT Adam. Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement. Computer Vision and Image Understanding, vol. 2017, no. 161, pp. 87-98. ISSN 1077-3142.
DetailJURÁNEK Roman and MILET Tomáš. Závěrečá zpráva projektu NXP-2017-K1. Brno: NXP Semiconductors Czech Republic s.r.o., 2017.
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2015
JURÁNEK Roman, HEROUT Adam, DUBSKÁ Markéta and ZEMČÍK Pavel. Real-Time Pose Estimation Piggybacked on Object Detection. In: Proceedings of ICCV. Santiago: IEEE Computer Society, 2015, pp. 1-9. ISBN 978-1-4673-8391-2.
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2014
STROKINA Nataliya, JURÁNEK Roman, EEROLA Tuomas, ZEMČÍK Pavel, KÄLVIÄINEN Heikki and LENSU Lasse. Comparison of Appearance-Based and Geometry-Based Bubble Detectors. In: Proccedings of Internation Conference on Computer Vision and Graphics. Lecture Notes in Computer Science, vol. 8671. Warsaw: Springer Verlag, 2014, pp. 610-617. ISBN 978-3-319-11330-2.
DetailDUBSKÁ Markéta, HEROUT Adam, JURÁNEK Roman and SOCHOR Jakub. Fully Automatic Roadside Camera Calibration for Traffic Surveillance. IEEE Transactions on Intelligent Transportation Systems, vol. 2014, no. 1, pp. 1-10. ISSN 1524-9050.
DetailŠLOSÁR Peter, JURÁNEK Roman and HEROUT Adam. Cheap Rendering vs. Costly Annotation: Rendered Omnidirectional Dataset of Vehicles. In: Proceedings of Spring Conference on Computer Graphics. Smolenice: Comenius University in Bratislava, 2014, pp. 105-112. ISBN 978-80-223-3601-7.
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2013
ZEMČÍK Pavel, JURÁNEK Roman, MUSIL Petr, MUSIL Martin and HRADIŠ Michal. High performance architecture for object detection in streamed video. Poster. New York, 2013.
DetailZEMČÍK Pavel, JURÁNEK Roman, MUSIL Martin, MUSIL Petr and HRADIŠ Michal. High Performance Architecture for Object Detection in Streamed Videos. In: Proceedings of FPL 2013. Porto: IEEE Circuits and Systems Society, 2013, pp. 1-4. ISBN 978-1-4799-0004-6.
DetailZEMČÍK Pavel, JURÁNEK Roman, MUSIL Petr, MUSIL Martin and HRADIŠ Michal. High performance FPGA object detector: Hardware prototype. In: Proceedings of FPL 2013. Porto, 2013, pp. 1-1. ISBN 978-1-4799-0004-6.
DetailMACHALÍK Stanislav, ZEMČÍK Pavel and JURÁNEK Roman. Využití obrazové analýzy v tribotechnické diagnostice. Pardubice: University of Pardubice, 2013. ISBN 978-80-7395-583-0.
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2012
NAVRÁTIL Jan, ZEMČÍK Pavel, JURÁNEK Roman and PEČIVA Jan. A Skewed Paraboloid Cut for Better Shadow Rendering. In: Proceedings of Computer Graphics International 2012. Berlin: Springer Verlag, 2012, p. 4. ISBN 978-1-85899-283-9.
DetailJURÁNEK Roman, HRADIŠ Michal and ZEMČÍK Pavel. Real-time Algorithms of Object Detection with Classifiers. Real-Time System. Rijeka: InTech - Open Access Publisher, 2012, pp. 1-22. ISBN 9789535105107.
DetailMACHALÍK Stanislav, JURÁNEK Roman and ZEMČÍK Pavel. Research of Imgae Features for Classification of Wear Debris. Machine Graphics and Vision, vol. 20, no. 1, 2012, pp. 479-493. ISSN 1230-0535.
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2011
JURÁNEK Roman, MACHALÍK Stanislav and ZEMČÍK Pavel. Analysis Wear Debris Through Classification. In: Proceedings of Advanced Concepts of Inteligent Vision Systems (ACIVS 2011). Lecture Notes in Computer Science, vol. 6915. Heidelberg: Springer Verlag, 2011, pp. 273-283. ISBN 978-3-642-23686-0.
DetailKADLČEK Filip, JURÁNEK Roman and ZEMČÍK Pavel. Automatic synthesis of classifiers in FGPA. In: International Bata Conference for Ph.D. Students and Young Researchers. Zlín: Tomas Bata University in Zlín, 2011, pp. 1-12. ISBN 978-80-7454-013-4.
DetailMACHALÍK Stanislav, JURÁNEK Roman and ZEMČÍK Pavel. Automatická klasifikace částic opotřebení. Tribilogické informace, vol. 2011, no. 1, p. 2. ISSN 1212-0081.
DetailSEEMAN Michal, ZEMČÍK Pavel, JURÁNEK Roman and HEROUT Adam. Fast bilateral filter for HDR imaging. Journal of Visual Communication and Image Representation, vol. 2012, no. 1, 2011, p. 6. ISSN 1047-3203.
DetailHEROUT Adam, JOŠTH Radovan, JURÁNEK Roman, HAVEL Jiří, HRADIŠ Michal and ZEMČÍK Pavel. Real-time object detection on CUDA. Journal of Real-Time Image Processing, vol. 2011, no. 3, pp. 159-170. ISSN 1861-8200.
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2010
HEROUT Adam, JURÁNEK Roman and ZEMČÍK Pavel. Implementing the Local Binary Patterns with SIMD Instructions of CPU. In: Proceedings of WSCG 2010. Plzeň: University of West Bohemia in Pilsen, 2010, pp. 39-42. ISBN 978-80-86943-86-2.
DetailHEROUT Adam, ZEMČÍK Pavel, HRADIŠ Michal, JURÁNEK Roman, HAVEL Jiří, JOŠTH Radovan and ŽÁDNÍK Martin. Low-Level Image Features for Real-Time Object Detection. Pattern Recognition, Recent Advances. Vienna: IN-TECH Education and Publishing, 2010, pp. 111-136. ISBN 978-953-7619-90-9.
DetailLÁNÍK Aleš, MLÍCH Jozef, ZEMČÍK Pavel, JURÁNEK Roman and CHMELAŘ Petr. Multimodal data acquisition on mobile devices. In: Proceedings of 7th International Workshop Digital Technologies 2010. Žilina: Zilina University Publisher, 2010, pp. 57-58. ISBN 978-80-554-0304-5.
DetailJURÁNEK Roman, HRADIŠ Michal and ZEMČÍK Pavel. Platform for Teaching Detection Classifiers. In: Proceedings of Digital Technologies 2010. Žilina: Zilina University Publisher, 2010, p. 5. ISBN 978-80-554-0304-5.
DetailMACHALÍK Stanislav and JURÁNEK Roman. Wear Debris Analysis in Transport. In: Fifth International Conference - Theoretical and Practical Issues in Transport. Pardubice: University of Pardubice, 2010, pp. 64-69. ISBN 978-80-7395-245-7.
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2009
BERAN Vítězslav, JURÁNEK Roman, MLÍCH Jozef, ŽÁK Pavel, HEROUT Adam and ZEMČÍK Pavel. On-Line Object Behaviour Analysis for Surveillance Systems. In: 10th Annual ICT Conference. Nairobi, 2009, p. 5.
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2008
POLOK Lukáš, HEROUT Adam, ZEMČÍK Pavel, HRADIŠ Michal, JURÁNEK Roman and JOŠTH Radovan. "Local Rank Differences" Image Feature Implemented on GPU. In: 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, pp. 170-181. ISBN 978-3-540-88457-6.
DetailCHMELAŘ Petr, BERAN Vítězslav, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman, LÁNÍK Aleš, MLÍCH Jozef, NAVRÁTIL Jan, ŘEZNÍČEK Ivo, ŽÁK Pavel and ZEMČÍK Pavel. Brno University of Technology at TRECVid 2008. In: Proceedings of TRECVID 2008. Gaithersburg: National Institute of Standards and Technology, 2008, pp. 1-16.
DetailJURÁNEK Roman. Detection of Dogs in Video Using Statistical Classifiers. In: Proceedings of International Conference on Computer Vision and Graphics 2008. Lecture Notes in Computer Science. Heidelberg: Springer Verlag, 2008, p. 11. ISSN 0302-9743.
DetailJURÁNEK Roman. Engine for Real-Time 2D Object Detection. In: Proceedings of the 14th Conference STUDENT EEICT 2008 Volume 4. Brno: Brno University of Technology, 2008, p. 5. ISBN 80-214-3163-6.
DetailHEROUT Adam, ZEMČÍK Pavel, JURÁNEK Roman and HRADIŠ Michal. Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU. In: Proceedings of Sixth Indian Conference on Computer Vision, Graphics and Image Processing. Bhubaneswar: IEEE Computer Society, 2008, p. 9. ISBN 978-0-7695-3476-3.
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2007
ŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Platform for Evaluation of Image Classifiers. In: Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007, pp. 103-109. ISBN 978-80-223-2292-8.
DetailŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, vol. 2007, no. 9, pp. 31-47. ISSN 1811-8992.
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2006
HRADIŠ Michal and JURÁNEK Roman. Head Tracking in Meeting Video. In: Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 2. Brno: Brno University of Technology, 2006, pp. 203-205. ISBN 80-214-3161-X.
DetailHRADIŠ Michal and JURÁNEK Roman. Real-time Tracking of Participants in Meeting Video. In: Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice, 2006, p. 5.
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