Ing.

Jakub Špaňhel

vědecký pracovník

+420 54114 1298
ispanhel@fit.vut.cz
L205 Pracovna doktorandů
138520/osobní číslo VUT

Publikace

  • 2023

    KIEFER Benjamin, BARTL Vojtěch, ŠPAŇHEL Jakub, HEROUT Adam a YANG Mau-tsuen a kol. 1stWorkshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. In: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). Waikoloa, Hawaii: Institute of Electrical and Electronics Engineers, 2023, s. 265-302. ISBN 979-8-3503-2056-5.
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    GAVRIELIDES Andreas, SOPHOCLEOUS Marios, AGAPIOU George, LESSI Christina, ŠPAŇHEL Jakub, LENDINEZ Adrian, QIU Renxi a LI Dayou. Implementing Network Applications for 5G-Enabled Robots Through the 5G-ERA Platform. In: IFIP Advances in Information and Communication Technology. Artificial Intelligence Applications and Innovations, roč. 677. Cham: Springer Nature Switzerland AG, 2023, s. 55-65. ISBN 978-3-031-34170-0. ISSN 1868-422X.
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  • 2022

    SOPHOCLEOUS Marios, LESSI Christina, XU Zhao, ŠPAŇHEL Jakub, QIU Renxi, LENDINEZ Adrian, CHONDROULIS Ioannis a BELIKAIDIS Ioannis. AI-driven intent-based networking for 5G enhanced robot autonomy. In: AIAI 2022 IFIP WG 12.5 International Workshops. IFIP Advances in Information and Communication Technology, roč. 652. Cham: Springer Nature Switzerland AG, 2022, s. 61-70. ISSN 1868-422X.
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    BARTL Vojtěch, ŠPAŇHEL Jakub a HEROUT Adam. PersonGONE: Image Inpainting for Automated Checkout Solution. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, roč. 2022. New Orleans, LA: IEEE Computer Society, 2022, s. 3114-3122. ISSN 2160-7516.
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  • 2020

    BARTL Vojtěch, ŠPAŇHEL Jakub, DOBEŠ Petr, JURÁNEK Roman a HEROUT Adam. Automatic Camera Calibration by Landmarks on Rigid Objects. Machine Vision and Applications, roč. 32, č. 1, 2020, s. 2-15. ISSN 1432-1769.
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    DOBEŠ Petr, ŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman a 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, s. 1-8. ISBN 978-1-7281-9108-9.
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    FOLENTA Ján, ŠPAŇHEL Jakub, BARTL Vojtěch a HEROUT Adam. Determining Vehicle Turn Counts at Multiple Intersections by Separated Vehicle Classes Using CNNs. In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, roč. 2020. Seattle, WA: IEEE Computer Society, 2020, s. 2544-2549. ISBN 978-1-7281-9360-1. ISSN 2160-7516.
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    HAVRÁNEK Pavel, ZŮVALA Robert, ŠPAŇHEL Jakub, HEROUT Adam, VALENTOVÁ Veronika a AMBROS Jiří. How does road marking in horizontal curves influence driving behaviour?. European Transport Research Review, roč. 12, č. 1, 2020, s. 1-11. ISSN 1866-8887.
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    ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, DOBEŠ Petr, BARTL Vojtěch a HEROUT Adam. Learning Feature Aggregation in Temporal Domain for Re-Identification. Computer Vision and Image Understanding, roč. 192, č. 11, 2020, s. 1-12. ISSN 1077-3142.
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    BARTL Vojtěch, JURÁNEK Roman, ŠPAŇHEL Jakub a 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, s. 1-8. ISBN 978-1-7281-9108-9.
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  • 2019

    ŠPAŇHEL Jakub, JURÁNEK Roman, HEROUT Adam, NOVÁK Jan a 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, s. 1001-1006. ISBN 978-1-5386-7024-8.
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    ŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman a 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, roč. 2019. Long Beach: IEEE Computer Society, 2019, s. 150-158. ISSN 2160-7516.
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    JURÁNEK Roman, ŠPAŇHEL Jakub, SOCHOR Jakub, HEROUT Adam a NOVÁK Jan. Visual Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density. Transactions on Transport Sciences, roč. 10, č. 1, 2019, s. 50-57. ISSN 1802-9876.
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  • 2018

    SOCHOR Jakub, ŠPAŇHEL Jakub a HEROUT Adam. BoxCars: Improving Fine-Grained Recognition of Vehicles using 3-D Bounding Boxes in Traffic Surveillance. IEEE Transactions on Intelligent Transportation Systems, roč. 2019, č. 1, 2018, s. 97-108. ISSN 1524-9050.
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    SOCHOR Jakub, JURÁNEK Roman, ŠPAŇHEL Jakub, MARŠÍK Lukáš, ŠIROKÝ Adam, HEROUT Adam a ZEMČÍK Pavel. Comprehensive Data Set for Automatic Single Camera Visual Speed Measurement. IEEE Transactions on Intelligent Transportation Systems, roč. 2018, č. 99, s. 1633-1643. ISSN 1524-9050.
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    ŠPAŇHEL Jakub, SOCHOR Jakub a MAKAROV Aleksej. Detection of Traffic Violations of Road Users Based on Convolutional Neural Networks. In: 2018 14th Symposium on Neural Networks and Applications (NEUREL). Belgrade: IEEE Signal Processing Society, 2018, s. 1-6. ISBN 978-1-5386-6974-7.
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    ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman a 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, s. 3524-3529. ISBN 978-1-72810-321-1. ISSN 2153-0017.
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    SOCHOR Jakub, ŠPAŇHEL Jakub, JURÁNEK Roman, DOBEŠ Petr a 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, s. 77-84. ISBN 978-1-5386-6100-0.
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    ŠPAŇHEL Jakub, SOCHOR Jakub a MAKAROV Aleksej. Vehicle Fine-grained Recognition Based on Convolutional Neural Networks for Real-world Applications. In: 2018 14th Symposium on Neural Networks and Applications (NEUREL). Belgrade: IEEE Signal Processing Society, 2018, s. 1-5. ISBN 978-1-5386-6974-7.
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  • 2017

    HEROUT Adam, JURÁNEK Roman, SOCHOR Jakub a ŠPAŇHEL Jakub. Analýza trajektorie a pohybu vozidel. Brno: Centrum dopravního výzkumu, v. v. i., 2017.
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    SOCHOR Jakub, ŠPAŇHEL Jakub a HEROUT Adam. BoxCars: 3D Boxes for Improved Fine-Grained Vehicle Recognition. The Fourth Workshop on Fine-Grained Visual Categorization (CVPR 2017). Honolulu, HI: IEEE Computer Society, 2017.
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    ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, HEROUT Adam, MARŠÍK Lukáš a 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, s. 1-6. ISBN 978-1-5386-2939-0.
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    HEROUT Adam, JURÁNEK Roman, SOCHOR Jakub a ŠPAŇHEL Jakub. Studie proveditelnosti pro potřeby sčítání dopravy na základe automatické algoritmizace s minimalistickými vstupy operátora. Brno: Centrum dopravního výzkumu, v. v. i., 2017.
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