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

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

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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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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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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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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BASKAR, M.; ROSENBERG, A.; RAMABHADRAN, B.; ZHANG, Y.; MORENO, P. Ask2Mask: Guided Data Selection for Masked Speech Modeling. IEEE J-STSP, 2022, vol. 16, no. 6, p. 1357-1366. ISSN: 1932-4553.
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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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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. p. 61-70. ISSN: 1868-422X.
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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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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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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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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)
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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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SRBA, I.; PECHER, B.; TOMLEIN, M.; MÓRO, R.; ŠTEFANCOVÁ, E.; ŠIMKO, J.; BIELIKOVÁ, M. Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims. In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Madrid: Association for Computing Machinery, 2022. p. 2949-2959. ISBN: 978-1-4503-8732-3.
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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. p. 3028-3032. ISSN: 1990-9772.
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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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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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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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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. New Orleans, LA: IEEE Computer Society, 2022. p. 3114-3122. ISSN: 2160-7516.
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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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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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Responsibility: Zemčík Pavel, prof. Dr. Ing., dr. h. c.