Multimediální a 3D data jsou důležitými a potřebnými daty pro řadu aplikací moderních počítačových systémů, kde je jejich využití nenahraditelné. Současně je dlouhodobě známo, že zpracování takových dat je obtížné a výpočetně náročné a to platí i o jejich zobrazování a zejména analýze. Proto je výzkum v této oblasti jedním z obtížnějších a též, vzhledem k aplikačnímu potenciálu, velmi důležitých směrů výzkumu. Předkládaný projekt navazuje na dřívější projekt "Zpracování, analýza a zobrazování multimediálních a 3D dat".

FIT-S-20-6460

Czech

Zemčík Pavel, prof. Dr. Ing., dr. h. c. - principal person responsible
Ali Anas - fellow researcher
Bambušek Daniel, Ing. - fellow researcher
Bartl Vojtěch, Ing., Ph.D. - fellow researcher
Baskar Murali Karthick, Ing., Ph.D. - fellow researcher
Behúň Kamil, Ing. - fellow researcher
Beneš Karel, Ing., Ph.D. - fellow researcher
Beran Vítězslav, doc. Ing., Ph.D. - fellow researcher
Bobák Petr, Ing., Ph.D. - fellow researcher
Brejcha Jan, Ing., Ph.D. - fellow researcher
Burget Lukáš, doc. Ing., Ph.D. - fellow researcher
Čadík Martin, doc. Ing., Ph.D. - fellow researcher
Černocký Jan, prof. Dr. Ing. - fellow researcher
Dobeš Petr, Ing. - fellow researcher
Dočekal Martin, Ing. - fellow researcher
Doležal Jan, Ing. - fellow researcher
Egorova Ekaterina, Ing., Ph.D. - fellow researcher
Fajčík Martin, Ing., Ph.D. - fellow researcher
Hanzlíček Jiří, Ing. - fellow researcher
Herout Adam, prof. Ing., Ph.D. - fellow researcher
Chlubna Tomáš, Ing., Ph.D. - fellow researcher
Chudý Peter, doc. Ing., Ph.D., MBA - fellow researcher
Jon Josef, Ing. - fellow researcher
Káčerik Martin, Ing. - fellow researcher
Kapinus Michal, Ing., Ph.D. - fellow researcher
Kišš Martin, Ing. - fellow researcher
Klepárník Petr, Ing., Ph.D. - fellow researcher
Klíma Ondřej, Ing., Ph.D. - fellow researcher
Kobrtek Jozef, Ing., Ph.D. - fellow researcher
Kocour Martin, Ing. - fellow researcher
Kodym Oldřich, Ing., Ph.D. - fellow researcher
Kohút Jan, Ing. - fellow researcher
Kolář Martin, M.Sc., Ph.D. et Ph.D. - fellow researcher
Kula Michal, Ing., Ph.D. - fellow researcher
Landini Federico Nicolás, Ph.D. - fellow researcher
Lysek Tomáš, Ing. - fellow researcher
Maršík Lukáš, Ing. - fellow researcher
Matýšek Michal, Ing. - fellow researcher
Milet Tomáš, Ing., Ph.D. - fellow researcher
Mlích Jozef, Ing. - fellow researcher
Mošner Ladislav, Ing. - fellow researcher
Musil Marek, Ing. - fellow researcher
Musil Martin, Ing., Ph.D. - fellow researcher
Musil Petr, Ing., Ph.D. - fellow researcher
Najman Pavel, Ing. - fellow researcher
Nosko Svetozár, Ing., Ph.D. - fellow researcher
Novotný Ondřej, Ing., Ph.D. - fellow researcher
Ondel Lucas Antoine Francois, Mgr., Ph.D. - fellow researcher
Polášek Tomáš, Ing. - fellow researcher
Pulugundla Bhargav, M.Sc. - fellow researcher
Silnova Anna, M.Sc., Ph.D. - fellow researcher
Skácel Miroslav, Ing. - fellow researcher
Smrž Pavel, doc. RNDr., Ph.D. - fellow researcher
Španěl Michal, doc. Ing., Ph.D. - fellow researcher
Špaňhel Jakub, Ing., Ph.D. - fellow researcher
Švec Ján, Ing. - fellow researcher
Švec Tomáš, Ing. - fellow researcher
Tomešek Jan, Ing. - fellow researcher
Tóth Michal, Ing. - fellow researcher
Veľas Martin, Ing., Ph.D. - fellow researcher
Vlk Jan, Ing., Ph.D. - fellow researcher
Vlnas Michal, Ing. - fellow researcher
Yusuf Bolaji - fellow researcher
Žmolíková Kateřina, Ing., Ph.D. - fellow researcher

Department of Computer Graphics and Multimedia
- internal (1.1.2020 - 31.12.2022)
Faculty of Information Technology
- beneficiary (1.1.2020 - 31.12.2022)

FAJČÍK, M.; MOTLÍČEK, P.; SMRŽ, P.: EventCausalityId; IDIAPERS @ CASE22-TASK 3: Event Causality Identification. https://github.com/idiap/cncsharedtask. URL: https://github.com/idiap/cncsharedtask. (Software)
Detail

BERAN, V.; BAMBUŠEK, D.; HUBINÁK, R.; SEDLMAJER, K.: DROCO; DroCo - Multi-Drone Control Vizualization Tool. https://github.com/robofit/drone_vstool. URL: https://github.com/robofit/drone_vstool. (Software)
Detail

HRADIŠ, M.; KIŠŠ, M.; KODYM, O.; KOHÚT, J.; BENEŠ, K.; BUCHAL, P.: PERO-OCR-PRINT; Software pro adaptabilní rozpoznávání textu starých tisků. https://github.com/DCGM/pero-ocr, pip https://pypi.org/project/pero-ocr/. URL: https://www.fit.vut.cz/research/product/666/. (Software)
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JON, J.; FAJČÍK, M.; DOČEKAL, M.; SMRŽ, P.: CSR20; Official implementation of BUT-FIT's solution from SemEval-2020 Task 4: Commonsense Validation and Explanation. https://github.com/cepin19/semeval2020_task4. URL: https://github.com/cepin19/semeval2020_task4. (Software)
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BREJCHA, J.; ČADÍK, M.: LandscapeAR; LandscapeAR. https://github.com/brejchajan/LandscapeAR. URL: https://github.com/brejchajan/LandscapeAR. (Software)
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JURÁNEK, R.; JURÁNKOVÁ, M.: PCLines-Py; PCLines package for Python. https://github.com/RomanJuranek/pclines-python. URL: https://github.com/RomanJuranek/pclines-python. (Software)
Detail

BAŘINA, D.: dwt-denoise; Image Denoising Software. http://www.fit.vutbr.cz/research/prod/?id=648. URL: http://www.fit.vutbr.cz/research/prod/?id=648. (Software)
Detail

HRADIŠ, M.; KIŠŠ, M.; KOHÚT, J.; BENEŠ, K.; KOSTELNÍK, M.: PERO-INDEXER; Software pro extrakci informace z polostrukturovaných dokumentů. https://github.com/DCGM/pero-indexer, pip https://pypi.org/project/pero-indexer/. URL: https://www.fit.vut.cz/research/product/755/. (Software)
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BREJCHA, J.; ČADÍK, M.: ITR; Immersive Trip Reports. https://github.com/brejchajan/itr. URL: https://github.com/brejchajan/itr. (Software)
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HRADIŠ, M.; KIŠŠ, M.; KOHÚT, J.; BENEŠ, K.; KODYM, O.; BUCHAL, P.; HŘÍBEK, D.: PERO-OCR-HWR; Interaktivní polo-automatické rozpoznávání ručně psaného písma. https://github.com/DCGM/pero_ocr_web. URL: https://github.com/DCGM/pero_ocr_web. (Software)
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FAJČÍK, M.; JON, J.; DOČEKAL, M.; SMRŽ, P.: CR20; Automatic counterfactual reasoning tool from SemEval2020. https://github.com/MFajcik/SemEval_2020_Task-5. URL: https://github.com/MFajcik/SemEval_2020_Task-5. (Software)
Detail

DIEZ SÁNCHEZ, M.; LANDINI, F.; BURGET, L.: x-vectors Diarization (aka VBx); Bayesian HMM based x-vector clustering - VBx. https://github.com/BUTSpeechFIT/VBx. URL: https://github.com/BUTSpeechFIT/VBx. (Software)
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ČADÍK, M.; POLÁŠEK, T.: ICTree; ICTree: Automatic Perceptual Metric for Tree Models. http://cphoto.fit.vutbr.cz/ictree/. URL: http://cphoto.fit.vutbr.cz/ictree/. (Software)
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JURÁNKOVÁ, M.; JURÁNEK, R.: DiamondSpace-Py; DiamondSpace package for Python. https://github.com/MarketaJu/diamond_space. URL: https://github.com/MarketaJu/diamond_space. (Software)
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JURÁNEK, R.: LIBRECTIFY-CPP; librectify - library for automatic perspective correction of images. https://github.com/RomanJuranek/librectify. URL: https://github.com/RomanJuranek/librectify. (Software)
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HELMKE, H.; KLEINERT, M.; SHETTY, S.; OHNEISER, O.; EHR, H.; PRASAD, A.; MOTLÍČEK, P.; VESELÝ, K.; ONDŘEJ, K.; SMRŽ, P.; HARFMANN, J.; WINDISCH, C. Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety. In Proceedings of ATM Seminar. on-line: EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION, 2021. p. 1-10.
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SUBRAMANIAN, A.; WANG, X.; BASKAR, M.; WATANABE, S.; TANIGUCHI, T.; TRAN, D.; FUJITA, Y. Speech Enhancement Using End-to-End Speech Recognition Objectives. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. New Paltz, NY: IEEE Signal Processing Society, 2019. p. 234-238. ISBN: 978-1-7281-1123-0.
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KLEINERT, M.; HELMKE, H.; SHETTY, S.; OHNEISER, O.; EHR, H.; PRASAD, A.; MOTLÍČEK, P.; HARFMANN, J. Automated Interpretation of Air Traffic Control Communication: The Journey from Spoken Words to a Deeper Understanding of the Meaning. In Proceedings of DASC 2021. San Antonio, Texas: Institute of Electrical and Electronics Engineers, 2021. p. 1-9. ISBN: 978-1-6654-3420-1.
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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.
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KONÍKOVÁ, L.; KRÁLÍK, M.; KLÍMA, O.; ČUTA, M. Does parental similarity degree affect the development of their offspring?. Anthropologia integra, 2022, vol. 13, no. 1, p. 15-29. ISSN: 1804-6657.
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POLCEROVÁ, L.; CHOVANCOVÁ, M.; KRÁLÍK, M.; BEŇUŠ, R.; KLÍMA, O.; MEINEROVÁ, T.; ČUTA, M.; PETROVÁ, M. Radioulnar Contrasts in Fingerprint Ridge Counts: Searching for Dermatoglyphic Markers of Early Sex Development. AMERICAN JOURNAL OF HUMAN BIOLOGY, 2022, vol. 34, no. 5, p. 1-15. ISSN: 1520-6300.
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KAPINUS, M.; MATERNA, Z.; BAMBUŠEK, D.; BERAN, V. End-User Robot Programming Case Study: Augmented Reality vs. Teach Pendant. In Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. Cambridge: Association for Computing Machinery, 2020. p. 281-283. ISBN: 978-1-4503-7057-8.
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BAŘINA, D. Convergence verification of the Collatz problem. JOURNAL OF SUPERCOMPUTING, 2021, vol. 77, no. 3, p. 2681-2688. ISSN: 1573-0484.
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ZEINALI, H.; LEE, K.; ALAM, J.; BURGET, L. SdSV Challenge 2020: Large-Scale Evaluation of Short-duration Speaker Verification. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Shanghai: International Speech Communication Association, 2020. no. 10, p. 731-735. ISSN: 1990-9772.
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SCHARENBORG, O.; BESACIER, L.; BLACK, A.; HASEGAWA-JOHNSON, M.; METZE, F.; NEUBIG, G.; STÜKER, S.; GODARD, P.; MÜLLER, M.; ONDEL YANG, L.; PALASKAR, S.; ARTHUR, P.; CIANNELLA, F.; DU, M.; LARSEN, E.; MERKX, D.; RIAD, R.; WANG, L.; DUPOUX, E. Speech Technology for Unwritten Languages. IEEE-ACM Transactions on Audio Speech and Language Processing, 2020, vol. 2020, no. 28, p. 964-975. ISSN: 2329-9290.
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BAŘINA, D.; KLÍMA, O. x3: Lossless Data Compressor. Data Compression Conference 2022. Washington: IEEE Computer Society, 2022. p. 441-441.
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BAŘINA, D.; ŠOLONY, M.; CHLUBNA, T.; DLABAJA, D.; KLÍMA, O.; ZEMČÍK, P. Comparison of light field compression methods. MULTIMEDIA TOOLS AND APPLICATIONS, 2022, vol. 81, no. 2, p. 2517-2528. ISSN: 1573-7721.
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WANG, S.; ROHDIN, J.; PLCHOT, O.; BURGET, L.; YU, K.; ČERNOCKÝ, J. Investigation of Specaugment for Deep Speaker Embedding Learning. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Barcelona: IEEE Signal Processing Society, 2020. p. 7139-7143. ISBN: 978-1-5090-6631-5.
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MOŠNER, L.; PLCHOT, O.; ROHDIN, J.; ČERNOCKÝ, J. Utilizing VOiCES dataset for multichannel speaker verification with beamforming. Proceedings of Odyssey 2020 The Speaker and Language Recognition Workshop. Proceedings of Odyssey: The Speaker and Language Recognition Workshop Odyssey 2014, Joensuu, Finland. Tokyo: International Speech Communication Association, 2020. no. 11, p. 187-193. ISSN: 2312-2846.
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KUBÍK, T.; ŠPANĚL, M. Robust Teeth Detection in 3D Dental Scans by Automated Multi-View Landmarking. In 15th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2022). Vienna: Institute for Systems and Technologies of Information, Control and Communication, 2022. p. 24-34. ISBN: 978-989-758-552-4.
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SOPHOCLEOUS, M.; LESSI, C.; XU, Z.; ŠPAŇHEL, J.; QIU, R.; LENDINEZ, A.; CHONDROULIS, I.; BELIKAIDIS, I. 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. IFIP Advances in Information and Communication Technology. Cham: Springer Nature Switzerland AG, 2022. no. 2022, p. 61-70. ISSN: 1868-422X.
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BARTL, V.; ŠPAŇHEL, J.; HEROUT, A. 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. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. New Orleans, LA: IEEE Computer Society, 2022. no. 7, p. 3114-3122. ISSN: 2160-7516.
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POLÁŠEK, T.; HRŮŠA, D.; BENEŠ, B.; ČADÍK, M. ICTree: Automatic Perceptual Metrics for Tree Models. ACM TRANSACTIONS ON GRAPHICS, 2021, vol. 40, no. 6, p. 1-15. ISSN: 0730-0301.
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BAŘINA, D.; KLÍMA, O. Region of interest in JPEG. In WSCG 2022 Proceedings. Computer Science Research Notes. Plzeň: Union Agency, 2022. p. 1-4. ISBN: 978-80-86943-64-0.
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BUREŠ, J.; EEROLA, T.; LENSU, L.; KÄLVIÄINEN, H.; ZEMČÍK, P. Plankton Recognition in Images with Varying Size. Lecture Notes in Computer Science, 2021, vol. 12666, no. 2, p. 110-120. ISSN: 0302-9743.
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MADEJA, R.; BAJOR, G.; KLÍMA, O.; BIALY, L.; POMETLOVÁ, J. Computer-assisted preoperative planning of reduction of and osteosynthesis of scapular fracture: A case report. Open Medicine, 2021, vol. 16, no. 1, p. 1597-1601. ISSN: 2391-5463.
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BAŘINA, D.; KLÍMA, O. JPEG 2000: Guide for Digital Libraries. Digital Library Perspectives, 2020, vol. 36, no. 3, p. 249-263. ISSN: 2059-5816.
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KOŠŤÁL, M.; NOSEK, V.; KLÍMA, O. Morfologická analýza nádob KPT prostřednictvím 3D modelu. Bořetice: 2021. 10 s.
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KRÁLÍK, M.; KONÍKOVÁ, L.; ARSLAN, A.; POLCEROVÁ, L.; ČUTA, M.; HLOŽEK, M.; KLÍMA, O. Age, sex and positional variations in the human epidermal ridge breadth by multiple measurements on a crosssectional sample of schoolage children. Anthropologie, 2022, vol. 60, no. 2, p. 379-402. ISSN: 2570-9127.
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PEČIVA, J. Tutoriál Vulkan 2022. ROOT, informace nejen ze světa Linuxu, 2022, roč. 2022, č. 1, s. 9-13. ISSN: 1212-8309.
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LANDINI, F.; WANG, S.; DIEZ SÁNCHEZ, M.; BURGET, L.; MATĚJKA, P.; ŽMOLÍKOVÁ, K.; MOŠNER, L.; SILNOVA, A.; PLCHOT, O.; NOVOTNÝ, O.; ZEINALI, H.; ROHDIN, J. But System for the Second Dihard Speech Diarization Challenge. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Barcelona: IEEE Signal Processing Society, 2020. p. 6529-6533. ISBN: 978-1-5090-6631-5.
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BASKAR, M.; ROSENBERG, A.; RAMABHADRAN, B.; ZHANG, Y. Reducing Domain mismatch in Self-supervised speech pre-training. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Incheon: International Speech Communication Association, 2022. no. 9, p. 3028-3032. ISSN: 1990-9772.
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HELMKE, H.; SHETTY, S.; KLEINERT, M.; OHNEISER, O.; EHR, H.; MOTLÍČEK, P.; PRASAD, A.; WINDISCH, C. Measuring Speech Recognition And Understanding Performance in Air Traffic Control Domain Beyond Word Error Rates. In Proceedings of 11th SESAR Innovation Days 2021. Belgie: 2021. p. 1-8.
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ŽMOLÍKOVÁ, K.; KOCOUR, M.; LANDINI, F.; BENEŠ, K.; KARAFIÁT, M.; VYDANA, H.; LOZANO DÍEZ, A.; PLCHOT, O.; BASKAR, M.; ŠVEC, J.; MOŠNER, L.; MALENOVSKÝ, V.; BURGET, L.; YUSUF, B.; NOVOTNÝ, O.; GRÉZL, F.; SZŐKE, I.; ČERNOCKÝ, J. BUT System for CHiME-6 Challenge. Proceedings of CHiME 2020 Virtual Workshop. Barcelona: University of Sheffield, 2020. p. 1-3.
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KOHÚT, J.; HRADIŠ, M. TS-Net: OCR Trained to Switch Between Text Transcription Styles. In Lladós J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition - ICDAR 2021. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Lausanne: Springer Nature Switzerland AG, 2021. no. 1, p. 478-493. ISBN: 978-3-030-86336-4. ISSN: 0302-9743.
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PEČIVA, J. Tutoriál Vulkan 2021. ROOT, informace nejen ze světa Linuxu, 2021, roč. 2021, č. 1, s. 1-8. ISSN: 1212-8309.
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KOCOUR, M.; VESELÝ, K.; SZŐKE, I.; KESIRAJU, S.; ZULUAGA-GOMEZ, J.; BLATT, A.; PRASAD, A.; NIGMATULINA, I.; MOTLÍČEK, P.; KLAKOW, D.; TART, A.; KOLČÁREK, P.; ČERNOCKÝ, J.; CEVENINI, C.; CHOUKRI, K.; RIGAULT, M.; LANDIS, F.; SARFJOO, S. Automatic Processing Pipeline for Collecting and Annotating Air-Traffic Voice Communication Data. In Proceedings of 9th OpenSky Symposium 2021, OpenSky Network, Brussels, Belgium. Proceedings. Brussels: MDPI, 2021. no. 12, p. 1-10. ISSN: 2504-3900.
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GAJDOŠECH, L.; KOCUR, V.; STUCHLÍK, M.; HUDEC, L.; MADARAS, M. Towards Deep Learning-based 6D Bin Pose Estimation in 3D Scans. In Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP. Setubal: SciTePress - Science and Technology Publications, 2022. p. 545-552. ISBN: 978-989-758-555-5.
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BAŘINA, D. 7x +- 1: Close Relative of the Collatz Problem. Computational Methods in Science and Technology, 2022, vol. 28, no. 4, p. 143-147. ISSN: 1505-0602.
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ONDEL YANG, L.; LAM-YEE-MUI, L.; KOCOUR, M.; CORRO, C.; BURGET, L. GPU-Accelerated Forward-Backward Algorithm with Application to Lattice-Free MMI. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Singapore: IEEE Signal Processing Society, 2022. p. 8417-8421. ISBN: 978-1-6654-0540-9.
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KODYM, O.; HRADIŠ, M. TG2: text-guided transformer GAN for restoring document readability and perceived quality. International Journal on Document Analysis and Recognition, 2021, vol. 2021, no. 1, p. 1-14. ISSN: 1433-2825.
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ČUTA, M.; POLCEROVÁ, L.; KLÍMA, O.; ŠKULTÉTYOVÁ, A.; ZEMČÍK, P.; KRÁLÍK, M. Relationship between Height Growth in Adolescence and Dermatoglyphic Radioulnar Ridge Count Contrasts in the Children and Their Mothers. Anthropologie, 2022, vol. 60, no. 2, p. 1-10. ISSN: 2570-9127.
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DUNBAR, E.; KARADAYI, J.; BERNARD, M.; CAO, X.; ALGAYRES, R.; ONDEL YANG, L.; BESACIER, L.; SAKTI, S.; DUPOUX, E. The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Shanghai: International Speech Communication Association, 2020. no. 10, p. 4831-4835. ISSN: 1990-9772.
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KAPINUS, M.; BAMBUŠEK, D.; MATERNA, Z.; BERAN, V.; SMRŽ, P. Improved Indirect Virtual Objects Selection Methods for Cluttered Augmented Reality Environments on Mobile Devices. In HRI '22: Proceedings of the 2022 ACM/IEEE International Conference on Human-Robot Interaction. Sapporo, Hokkaido: Association for Computing Machinery, 2022. p. 834-838. ISBN: 978-1-6654-0731-1.
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TOMEŠEK, J.; ČADÍK, M.; BREJCHA, J. CrossLocate: Cross-Modal Large-Scale Visual Geo-Localization in Natural Environments using Rendered Modalities. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Waikoloa: Institute of Electrical and Electronics Engineers, 2022. p. 2193-2202. ISBN: 978-1-6654-0477-8.
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SILNOVA, A.; BRUMMER, J.; ROHDIN, J.; STAFYLAKIS, T.; BURGET, L. Probabilistic embeddings for speaker diarization. Proceedings of Odyssey 2020 The Speaker and Language Recognition Workshop. Proceedings of Odyssey: The Speaker and Language Recognition Workshop Odyssey 2014, Joensuu, Finland. Tokyo: International Speech Communication Association, 2020. no. 11, p. 24-31. ISSN: 2312-2846.
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BAŘINA, D. Comparison of Lossless Image Formats. In WSCG 2021 Proceedings. Computer Science Research Notes. Plzen: Union Agency, 2021. p. 339-342. ISBN: 978-80-86943-34-3.
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YUSUF, B.; GOK, A.; GUNDOGDU, B.; SARAÇLAR, M. End-to-End Open Vocabulary Keyword Search. In Proceedings Interspeech 2021. Proceedings of Interspeech. Brno: International Speech Communication Association, 2021. no. 8, p. 4388-4392. ISSN: 1990-9772.
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HAVRÁNEK, P.; ZŮVALA, R.; ŠPAŇHEL, J.; HEROUT, A.; VALENTOVÁ, V.; AMBROS, J. How does road marking in horizontal curves influence driving behaviour?. European Transport Research Review, 2020, vol. 12, no. 1, p. 1-11. ISSN: 1866-8887.
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BREJCHA, J.; LUKÁČ, M.; HOLD-GEOFFROY, Y.; WANG, O.; ČADÍK, M. LandscapeAR: Large Scale Outdoor Augmented Reality by Matching Photographs with Terrain Models Using Learned Descriptors. In Computer Vision - ECCV 2020. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland AG, 2020. p. 295-312. ISBN: 978-3-030-58525-9.
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YUSUF, B.; GANDHE, A.; SOKOLOV, A. Usted: Improving ASR with a Unified Speech and Text Encoder-Decoder. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Singapore: IEEE Signal Processing Society, 2022. p. 8297-8301. ISBN: 978-1-6654-0540-9.
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HEROUT, A.; KODYM, O.; ŠPANĚL, M. AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, vol. 40, no. 9, p. 2329-2342. ISSN: 0278-0062.
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FOLENTA, J.; ŠPAŇHEL, J.; BARTL, V.; HEROUT, A. 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. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. Seattle, WA: IEEE Computer Society, 2020. no. 07, p. 2544-2549. ISBN: 978-1-7281-9360-1. ISSN: 2160-7516.
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KOSIBA, M.; BURGET, L. Multiwavelength classification of X-ray selected galaxy cluster candidates using convolutional neural networks. Monthly Notices of the Royal Astronomical Society, 2020, vol. 496, no. 4, p. 4141-4153. ISSN: 1365-2966.
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LOZANO DÍEZ, A.; SILNOVA, A.; PULUGUNDLA, B.; ROHDIN, J.; VESELÝ, K.; BURGET, L.; PLCHOT, O.; GLEMBEK, O.; NOVOTNÝ, O.; MATĚJKA, P. BUT Text-Dependent Speaker Verification System for SdSV Challenge 2020. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Shanghai: International Speech Communication Association, 2020. no. 10, p. 761-765. ISSN: 1990-9772.
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MLÍCH, J.; KOPLÍK, K.; HRADIŠ, M.; ZEMČÍK, P. Fire Segmentation in Still Images. In Springer International Publishing. Lecture Notes in Computer Science. Auckland: Springer International Publishing, 2020. p. 27-37. ISBN: 978-3-030-40605-9.
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BOBÁK, P.; ČMOLÍK, L.; ČADÍK, M. Temporally Stable Boundary Labeling for Interactive and Non-Interactive Dynamic Scenes. COMPUTERS & GRAPHICS-UK, 2020, vol. 91, no. 10, p. 265-278. ISSN: 0097-8493.
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BAŘINA, D. Multiplication Algorithm Based on Collatz function. THEORY OF COMPUTING SYSTEMS, 2020, vol. 64, no. 8, p. 1331-1337. ISSN: 1433-0490.
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ZULUAGA-GOMEZ, J.; MOTLÍČEK, P.; ZHAN, Q.; VESELÝ, K.; BRAUN, R. Automatic Speech Recognition Benchmark for Air-Traffic Communications. In Proceedings of Interspeech 2020. Proceedings of Interspeech. Shanghai: International Speech Communication Association, 2020. no. 10, p. 2297-2301. ISSN: 1990-9772.
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KODYM, O.; ŠPANĚL, M.; HEROUT, A. Segmentation of Defective Skulls from CT Data for Tissue Modelling. In Towards the Automatization of Cranial Implant Design in Cranioplasty II. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Strasbourg: Springer Nature Switzerland AG, 2021. no. 13123, p. 19-28. ISBN: 978-3-030-92652-6. ISSN: 0302-9743.
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KODYM, O.; ŠPANĚL, M.; HEROUT, A. Deep Learning for Cranioplasty in Clinical Practice: Going from Synthetic to Real Patient Data. COMPUTERS IN BIOLOGY AND MEDICINE, 2021, vol. 137, no. 104766, p. 1-10. ISSN: 0010-4825.
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DVOŘÁKOVÁ, M.; HRADIŠ, M.; ŽABIČKA, P.; KOHÚT, J.; KIŠŠ, M.; BENEŠ, K. Využití PERO OCR při přepisu rukopisů. Archivní časopis, 2022, roč. 72, č. 1, s. 14-27. ISSN: 0004-0398.
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KIŠŠ, M.; KOHÚT, J.; BENEŠ, K.; HRADIŠ, M. Importance of Textlines in Historical Document Classification. In Uchida, S., Barney, E., Eglin, V. (eds) Document Analysis Systems. Lecture Notes in Computer Science. La Rochelle: Springer Nature Switzerland AG, 2022. p. 158-170. ISBN: 978-3-031-06554-5.
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KOCOUR, M.; VESELÝ, K.; BLATT, A.; ZULUAGA-GOMEZ, J.; SZŐKE, I.; ČERNOCKÝ, J.; KLAKOW, D.; MOTLÍČEK, P. Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. In Proceedings Interspeech 2021. Proceedings of Interspeech. Brno: International Speech Communication Association, 2021. no. 8, p. 3301-3305. ISSN: 1990-9772.
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KLEPÁRNÍK, P.; ZEMČÍK, P.; TREEBY, B.; JAROŠ, J. On-the-Fly Calculation of Time-Averaged Acoustic Intensity in Time-Domain Ultrasound Simulations Using a k-Space Pseudospectral Method. IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2022, vol. 69, no. 10, p. 2917-2929. ISSN: 1525-8955.
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BAŘINA, D. Real-time wavelet transform for infinite image strips. Journal of Real-Time Image Processing, 2021, vol. 18, no. 3, p. 585-591. ISSN: 1861-8200.
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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.
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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.
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FAJČÍK, M.; DOČEKAL, M.; JON, J.; SMRŽ, P. BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation models. In Proceedings of the Fourteenth Workshop on Semantic Evaluation. Barcelona (online): Association for Computational Linguistics, 2020. p. 437-444. ISBN: 978-1-952148-31-6.
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RAJASEKARAN, S.; KANG, H.; ČADÍK, M.; GALIN, E.; GUÉRIN, E.; PEYTAVIE, A.; SLAVÍK, P.; BENEŠ, B. PTRM: Perceived Terrain Realism Metric. ACM Transactions on Applied Perception, 2022, vol. 19, no. 2, p. 1-22. ISSN: 1544-3558.
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KOBRTEK, J.; MILET, T.; TÓTH, M.; HEROUT, A. Comparison of Modern Omnidirectional Precise Shadowing Techniques Versus Ray Tracing. Computer Graphics Forum, 2022, vol. 41, no. 1, p. 106-121. ISSN: 0167-7055.
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CHLUBNA, T.; MILET, T.; ZEMČÍK, P. Real-time per-pixel focusing method for light field rendering. Computational Visual Media, 2021, vol. 2021, no. 7, p. 319-333. ISSN: 2096-0662.
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DELCROIX, M.; OCHIAI, T.; ŽMOLÍKOVÁ, K.; KINOSHITA, K.; TAWARA, N.; NAKATANI, T.; ARAKI, S. Improving Speaker Discrimination of Target Speech Extraction With Time-Domain Speakerbeam. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Barcelona: IEEE Signal Processing Society, 2020. p. 691-695. ISBN: 978-1-5090-6631-5.
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DIEZ SÁNCHEZ, M.; BURGET, L.; LANDINI, F.; WANG, S.; ČERNOCKÝ, J. Optimizing Bayesian Hmm Based X-Vector Clustering for the Second Dihard Speech Diarization Challenge. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Barcelona: IEEE Signal Processing Society, 2020. p. 6519-6523. ISBN: 978-1-5090-6631-5.
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ALAM, J.; BOULIANNE, G.; BURGET, L.; DAHMANE, M.; DIEZ SÁNCHEZ, M.; GLEMBEK, O.; LALONDE, M.; LOZANO DÍEZ, A.; MATĚJKA, P.; MIZERA, P.; MOŠNER, L.; NOISEUX, C.; MONTEIRO, J.; NOVOTNÝ, O.; PLCHOT, O.; ROHDIN, J.; SILNOVA, A.; SLAVÍČEK, J.; STAFYLAKIS, T.; ST-CHARLES, P.; WANG, S.; ZEINALI, H. Analysis of ABC Submission to NIST SRE 2019 CMN and VAST Challenge. Proceedings of Odyssey 2020 The Speaker and Language Recognition Workshop. Proceedings of Odyssey: The Speaker and Language Recognition Workshop Odyssey 2014, Joensuu, Finland. Tokyo: International Speech Communication Association, 2020. no. 11, p. 289-295. ISSN: 2312-2846.
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KESIRAJU, S.; PLCHOT, O.; BURGET, L.; GANGASHETTY, S. Learning Document Embeddings Along With Their Uncertainties. IEEE-ACM Transactions on Audio Speech and Language Processing, 2020, vol. 2020, no. 28, p. 2319-2332. ISSN: 2329-9290.
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ZULUAGA-GOMEZ, J.; VESELÝ, K.; BLATT, A.; MOTLÍČEK, P.; KLAKOW, D.; TART, A.; SZŐKE, I.; PRASAD, A.; SARFJOO, S.; KOLČÁREK, P.; KOCOUR, M.; ČERNOCKÝ, J.; CEVENINI, C.; CHOUKRI, K.; RIGAULT, M.; LANDIS, F. Automatic Call Sign Detection: Matching Air Surveillance Data with Air Traffic Spoken Communications. Proceedings of the 8th OpenSky Symposium 2020. Proceedings. Brusel: MDPI, 2020. no. 59, p. 1-10. ISSN: 2504-3900.
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MUSIL, M.; NOSKO, S.; ZEMČÍK, P. De-ghosted HDR video acquisition for embedded systems: Ghost-free HDR video of motion objects from stationary cameras. Journal of Real-Time Image Processing, 2020, vol. 2020, no. 1, p. 1-10. ISSN: 1861-8200.
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KODYM, O.; HRADIŠ, M. Page Layout Analysis System for Unconstrained Historic Documents. In Lladós J., Lopresti D., Uchida S. (eds) Document Analysis and Recognition - ICDAR 2021. Lecture Notes in Computer Science. Lausanne: Springer Nature Switzerland AG, 2021. p. 492-506. ISBN: 978-3-030-86330-2.
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BASKAR, M.; ROSENBERG, A.; RAMABHADRAN, B.; ZHANG, Y.; MORENO, P. Ask2Mask: Guided Data Selection for Masked Speech Modeling. IEEE Journal of Selected Topics in Signal Processing, 2022, vol. 16, no. 6, p. 1357-1366. ISSN: 1932-4553.
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ČADÍK, M.; BREJCHA, J.; LUKÁČ, M.; CHEN, Z.; VUT, Adobe: Generating immersive trip photograph visualizations. US10825246B2, Patent. (2020)
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WANNER, L.; KLUSCH, M.; MAVROPOULOS, A.; JAMIN, E.; MARIN PUCHADES, V.; CASAMAYOR, G.; ČERNOCKÝ, J.; EGOROVA, E. Towards a Versatile Intelligent Conversational Agent as Personal Assistant for Migrants. In The PAAMS Collection. PAAMS 2021: Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. Lecture Notes in Computer Science. Lecture Notes in Computer Science book series. Salamanca: Springer International Publishing, 2021. no. 10, p. 316-327. ISBN: 978-3-030-85739-4. ISSN: 0302-9743.
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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.
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MATĚJKA, P.; PLCHOT, O.; GLEMBEK, O.; BURGET, L.; ROHDIN, J.; ZEINALI, H.; MOŠNER, L.; SILNOVA, A.; NOVOTNÝ, O.; DIEZ SÁNCHEZ, M.; ČERNOCKÝ, J. 13 years of speaker recognition research at BUT, with longitudinal analysis of NIST SRE. COMPUTER SPEECH AND LANGUAGE, 2020, vol. 2020, no. 63, p. 1-15. ISSN: 0885-2308.
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ZULUAGA-GOMEZ, J.; NIGMATULINA, I.; PRASAD, A.; MOTLÍČEK, P.; VESELÝ, K.; KOCOUR, M.; SZŐKE, I. Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. In Proceedings Interspeech 2021. Proceedings of Interspeech. Brno: International Speech Communication Association, 2021. no. 8, p. 3296-3300. ISSN: 1990-9772.
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Responsibility: Zemčík Pavel, prof. Dr. Ing., dr. h. c.