Detail projektu

Soudobé metody zpracování, analýzy a zobrazování multimediálních a 3D dat

Období řešení: 1. 3. 2023 - 31. 12. 2025

Typ projektu: grant

Kód: FIT-S-23-8278

Agentura: Vysoké učení technické v Brně

Program: Vnitřní projekty VUT

Název anglicky
Contemporary methods of processing, analyzing and displaying multimedia and 3D data
Typ
grant
Klíčová slova

multimediální data, 3D data, zpracování dat, analýza dat, zobrazování dat

Abstrakt

Multimediální a 3D data jsou důležitými a potřebnými daty pro vzrůstající počet aplikací moderních počítačových systémů, v nichž je jejich využití nenahraditelné. Současně je známo, že zpracování takových dat je obtížné a výpočetně náročné a to platí i o jejich zobrazování a analýze. Proto je výzkum v této oblasti jedním z obtížnějších a důležitých. Projekt navazuje na dřívější projekt "Moderní metody zpracování, analýzy a zobrazování multimediálních a 3D dat".

Řešitelé
Zemčík Pavel, prof. Dr. Ing. (UPGM FIT VUT) , hlavní řešitel
Bambušek Daniel, Ing. (UPGM FIT VUT)
Bartl Vojtěch, Ing. (UPGM FIT VUT)
Bažout David, Ing. (UPGM FIT VUT)
Beneš Karel, Ing. (UPGM FIT VUT)
Beran Vítězslav, doc. Ing., Ph.D. (UPGM FIT VUT)
Bobák Petr, Ing. (UPGM FIT VUT)
Brukner Jan, Ing. (UPGM FIT VUT)
Burget Lukáš, doc. Ing., Ph.D. (UPGM FIT VUT)
Čadík Martin, doc. Ing., Ph.D. (UPGM FIT VUT)
Černocký Jan, prof. Dr. Ing. (UPGM FIT VUT)
Dobeš Petr, Ing. (UPGM FIT VUT)
Dočekal Martin, Ing. (UPGM FIT VUT)
Fajčík Martin, Ing. (UPGM FIT VUT)
Hanák Jiří, Ing. (UPGM FIT VUT)
Herout Adam, prof. Ing., Ph.D. (UPGM FIT VUT)
Hříbek David, Ing. (UPGM FIT VUT)
Chlubna Tomáš, Ing. (UPGM FIT VUT)
Chudý Peter, doc. Ing., Ph.D. MBA (UPGM FIT VUT)
Kapinus Michal, Ing. (UPGM FIT VUT)
Karas Matej, Ing. (UPGM FIT VUT)
Kišš Martin, Ing. (UPGM FIT VUT)
Klepárník Petr, Ing., Ph.D. (UPGM FIT VUT)
Kocour Martin, Ing. (UPGM FIT VUT)
Kohút Jan, Ing. (UPGM FIT VUT)
Landini Federico Nicolás (UPGM FIT VUT)
Maršík Lukáš, Ing. (UPGM FIT VUT)
Mošner Ladislav, Ing. (UPGM FIT VUT)
Munzar Milan, Ing. (UPGM FIT VUT)
Nguyen Son Hai, Ing. (UPGM FIT VUT)
Nosko Svetozár, Ing. (UPGM FIT VUT)
Novák Jiří, Ing. (UPGM FIT VUT)
Ondřej Karel, Ing. (UPGM FIT VUT)
Pavlus Ján, Ing. (UPGM FIT VUT)
Peng Junyi, Msc. Eng. (UPGM FIT VUT)
Polášek Tomáš, Ing. (UPGM FIT VUT)
Reich Bořek, Ing. (UPGM FIT VUT)
Smrž Pavel, doc. RNDr., Ph.D. (UPGM FIT VUT)
Španěl Michal, Ing., Ph.D. (UPGM FIT VUT)
Špaňhel Jakub, Ing. (UPGM FIT VUT)
Švec Ján, Ing. (UPGM FIT VUT)
Švec Tomáš, Ing. (UPGM FIT VUT)
Tesařová Alena, Ing. (UPGM FIT VUT)
Vlnas Michal, Ing. (UPGM FIT VUT)
Publikace

2024

  • CHLUBNA Tomáš, MILET Tomáš a ZEMČÍK Pavel. How Capturing Camera Trajectory Distortion Affects User Experience on Looking Glass 3D Display. Multimedia Tools and Applications, roč. 2024, č. 83, s. 20265-20287. ISSN 1573-7721. Detail

2023

  • ZULUAGA-GOMEZ Juan, PRASAD Amrutha, NIGMATULINA Iuliia, MOTLÍČEK Petr a KLEINERT Matthias. A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. Aerospace, roč. 10, č. 5, 2023, s. 1-25. ISSN 2226-4310. Detail
  • KHALIL Driss, PRASAD Amrutha, MOTLÍČEK Petr, ZULUAGA-GOMEZ Juan, NIGMATULINA Iuliia, MADIKERI Srikanth a SCHUEPBACH Christof. An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain. Aerospace, roč. 10, č. 10, 2023, s. 1-14. ISSN 2226-4310. Detail
  • MOTLÍČEK Petr, PRASAD Amrutha, NIGMATULINA Iuliia, HELMKE Hartmut, OHNEISER Oliver a KLEINERT Matthias. Automatic Speech Analysis Framework for ATC Communication in HAAWAII. In: Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023, s. 1-9. Detail
  • HELMKE Hartmut, KLEINERT Matthias, AHRENHOLD Nils, EHR Heiko, MÜHLHAUSEN Thorsten, PINSKA Chauvin Ella, OHNEISER Oliver, KLAMERT Lucas, MOTLÍČEK Petr, PRASAD Amrutha, ZULUAGA-GOMEZ Juan a DOKIC Jelena. Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers' Workload. In: Proceedings of ATM Seminar. Savannah, Georgia: EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION, 2023, s. 1-11. Detail
  • HANÁK Jiří, CHUDÝ Peter a VLK Jan. Collaborative Agents for Synthetic Tactical Training. In: AIAA/IEEE Digital Avionics Systems Conference - Proceedings. Barcelona: Institute of Electrical and Electronics Engineers, 2023, s. 1-9. ISBN 979-8-3503-3357-2. ISSN 2155-7195. Detail
  • BHATTACHARJEE Mrinmoy, MOTLÍČEK Petr, NIGMATULINA Iuliia, HELMKE Hartmut, OHNEISER Oliver, KLEINERT Matthias a EHR Heiko. Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training. In: Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023, s. 1-8. Detail
  • SKOWRON Marcin, BACKFRIED Gerhard, NAVAS Eva, BERZINŠ Aivars, VAN Den Bogaert Joachim, DE Jong Franciska, DEMARCO Andrea, POLÁK Peter, KOVÁČ Marek, POLÁK Peter, ROHDIN Johan A., ROSNER Michael, SANCHEZ Jon, SARATXAGA Ibon a SCHWARZ Petr. Deep Dive Speech Technology. European Language Equality. Cham: Springer Nature Switzerland AG, 2023, s. 289-312. ISBN 978-3-031-28819-7. Detail
  • NOVÁK Jiří a CHUDÝ Peter. Dynamic Soaring in Uncertain Wind Conditions: Polynomial Chaos Expansion Approach. In: Machine Learning, Optimization, and Data Science. Springer-Nature Lecture Notes in Computer Science . Grasmere: Springer Nature Switzerland AG, 2023, s. 54-65. ISBN 978-3-031-53968-8. Detail
  • VILLATORO-TELLO Esaú, MADIKERI Srikanth, ZULUAGA-GOMEZ Juan, SHARMA Bidisha, SARFJOO Seyyed Saeed, NIGMATULINA Iuliia, MOTLÍČEK Petr, IVANOV Alexei V. a GANAPATHIRAJU Aravind. Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Rhodes Island: IEEE Signal Processing Society, 2023, s. 1-5. ISBN 978-1-7281-6327-7. Detail
  • BAŘINA David. Experimental lossless data compressor. Microprocessors and Microsystems, roč. 98, č. 4, 2023, s. 104803-104803. ISSN 0141-9331. Detail
  • APAROVICH Maksim, KESIRAJU Santosh, DUFKOVÁ Aneta a SMRŽ Pavel. FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification. In: Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023). Toronto (online): Association for Computational Linguistics, 2023, s. 1518-1524. ISBN 978-1-959429-99-9. Detail
  • BAMBUŠEK Daniel, MATERNA Zdeněk, KAPINUS Michal, BERAN Vítězslav a SMRŽ Pavel. How Do I Get There? Overcoming Reachability Limitations of Constrained Industrial Environments in Augmented Reality Applications. In: 2023 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). Shanghai: Institute of Electrical and Electronics Engineers, 2023, s. 115-122. ISBN 979-8-3503-4815-6. Detail
  • TESAŘOVÁ Alena, HEROUT Adam, BAMBUŠEK Daniel a JUŘÍK Vojtěch. How to shoot yourself right with a smartphone?. Virtual Reality, roč. 2023, č. 1, s. 1-13. ISSN 1434-9957. Detail
  • MAI Florian, ZULUAGA-GOMEZ Juan, PARCOLLET Titouan a MOTLÍČEK Petr. HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, s. 2213-2217. ISSN 1990-9772. Detail
  • NIGMATULINA Iuliia, MADIKERI Srikanth, VILLATORO-TELLO Esaú, MOTLÍČEK Petr, ZULUAGA-GOMEZ Juan, PANDIA Karthick a GANAPATHIRAJU Aravind. Implementing contextual biasing in GPU decoder for online ASR. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, s. 4494-4498. ISSN 1990-9772. Detail
  • 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. Detail
  • BURDISSO Sergio, VILLATORO-TELLO Esaú, MADIKERI Srikanth a MOTLÍČEK Petr. Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, s. 3617-3621. ISSN 1990-9772. Detail
  • YUSUF Bolaji, GOURAV Aditya, GANDHE Ankur a BULYKO Ivan. On-the-Fly Text Retrieval for end-to-end ASR Adaptation. In: Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023, s. 1-5. ISBN 978-1-7281-6327-7. Detail
  • VANDERREYDT Geoffroy, PRASAD Amrutha, KHALIL Driss, MADIKERI Srikanth, DEMUYNCK Kris a MOTLÍČEK Petr. Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, s. 1-7. ISBN 979-8-3503-0689-7. Detail
  • POLÁŠEK Tomáš a ČADÍK Martin. Predicting Photovoltaic Power Production using High-Uncertainty Weather Forecasts. Applied Energy, roč. 2023, č. 339, s. 120989-121004. ISSN 0306-2619. Detail
  • CHLUBNA Tomáš, MILET Tomáš, ZEMČÍK Pavel a KULA Michal. Real-Time Light Field Video Focusing and GPU Accelerated Streaming. Journal of Signal Processing Systems, roč. 95, č. 6, 2023, s. 703-719. ISSN 1939-8115. Detail
  • BOBÁK Petr, ČMOLÍK Ladislav a ČADÍK Martin. Reinforced Labels: Multi-Agent Deep Reinforcement Learning for Point-Feature Label Placement. IEEE Transactions on Visualization and Computer Graphics, 2023, s. 14. ISSN 1077-2626. Detail
  • KIŠŠ Martin, HRADIŠ Michal, BENEŠ Karel, BUCHAL Petr a KULA Michal. SoftCTC-semi-supervised learning for text recognition using soft pseudo-labels. International Journal on Document Analysis and Recognition (IJDAR), roč. 2024, č. 99, 2023, s. 1-17. ISSN 1433-2825. Detail
  • NOVÁK Jiří a CHUDÝ Peter. Surrogate Modeling of Optimal Control Based Collision Avoidance System for Multirotor Unmanned Aerial Vehicles. In: AIAA/IEEE Digital Avionics Systems Conference - Proceedings. Barcelona: Institute of Electrical and Electronics Engineers, 2023, s. 1-7. ISBN 979-8-3503-3357-2. ISSN 2155-7195. Detail
  • POLÁŠEK Tomáš, ČADÍK Martin, KELLER Yosi a BENEŠ Bedřich. Vision UFormer: Long-Range Monocular Absolute Depth Estimation. Computers and Graphics, roč. 111, č. 4, 2023, s. 180-189. ISSN 0097-8493. Detail

2022

  • BOITO Marcely Z., YUSUF Bolaji, ONDEL Yang Lucas Antoine Francois, VILLAVICENCIO Aline a BESACIER Laurent. Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. In: Proceedings of the the 1st Annual Meeting of the ELRA/ISCA Special Interest Group on Under-Resourced Languages. Marseile: European Language Resources Association, 2022, s. 1-9. ISBN 979-10-95546-91-7. Detail
Produkty

2024

  • Minimalistický dekodér a enkodér formátu JPEG, software, 2024
    Autoři: Bařina David Detail
  • Ověření konvergence Collatzova problému, software, 2024
    Autoři: Bařina David Detail
  • x3: Experimentální datový kompresor, software, 2024
    Autoři: Bařina David Detail

2023

  • KSPredict: Software pro predikci vývoje krizových situací a mimořádných událostí, software, 2023
    Autoři: Klíma Ondřej, Neubauer Jiří, Polcerová Lenka, Králík Miroslav, Zeman Tomáš Detail
Nahoru