Multimediální data a 3D data jsou důležitými a potřebnými daty zpracovávanými počítači. Zpracování takových dat je obtížné a výpočetně náročné a totéž platí o zobrazování a zejména o analýze takových dat. Proto je výzkum v této oblasti informačních technologií jedním z obtížnějších a též, vzhledem k aplikačnímu potenciálu, důležitý. Projekt navazuje na dřívější projekty "Pokročilé rozpoznávání a prezentace multimediálních dat" a "Zpracování, rozpoznávání a zobrazování multimediálních a 3D dat".

FIT-S-17-3984

Czech

Zemčík Pavel, prof. Dr. Ing., dr. h. c. - principal person responsible
Adámek Jakub, Ing. - fellow researcher
Behúň Kamil, Ing. - fellow researcher
Beran Vítězslav, doc. Ing., Ph.D. - fellow researcher
Brejcha Jan, Ing., Ph.D. - fellow researcher
Burget Lukáš, doc. Ing., Ph.D. - fellow researcher
Černocký Jan, prof. Dr. Ing. - fellow researcher
Dittrich Petr, Ing., Ph.D. - fellow researcher
Dytrych Jaroslav, Ing., Ph.D. - fellow researcher
Hannemann Mirko, Ph.D. - fellow researcher
Herout Adam, prof. Ing., Ph.D. - fellow researcher
Chudý Peter, doc. Ing., Ph.D., MBA - fellow researcher
Kapinus Michal, Ing., Ph.D. - fellow researcher
Klíma Ondřej, Ing., Ph.D. - fellow researcher
Kobrtek Jozef, Ing., Ph.D. - fellow researcher
Koplík Karel, Ing. - fellow researcher
Kouřil Jan, Ing. - fellow researcher
Lysek Tomáš, Ing. - fellow researcher
Maršík Lukáš, Ing. - fellow researcher
Materna Zdeněk, Ing., Ph.D. - fellow researcher

Department of Computer Graphics and Multimedia
- internal (1.1.2017 - 31.12.2019)
Faculty of Information Technology
- beneficiary (1.1.2017 - 31.12.2019)

DELCROIX, M.; ŽMOLÍKOVÁ, K.; KINOSHITA, K.; ARAKI, S.; OGAWA, A.; NAKATANI, T. SpeakerBeam: A New Deep Learning Technology for Extracting Speech of a Target Speaker Based on the Speaker's Voice Characteristics. NTT Technical Review, 2018, vol. 16, no. 11, p. 19-24. ISSN: 1348-3447.
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KRASYLENKO, Y.; RYDLO, K. The European mistletoe (Viscum album L.): distribution, host range, biotic interactions, and management worldwide with special emphasis on Ukraine. BOTANY, 2020, vol. 98, no. 9, p. 499-516. ISSN: 1916-2790.
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KÄLVIÄINEN, H.; EEROLA, T.; LENSU, L.; ILONEN, J.; ZEMČÍK, P.; JURÁNKOVÁ, M.; JURÁNEK, R. Comparison of bubble detectors and size distribution estimators. PATTERN RECOGNITION LETTERS, 2018, vol. 101, no. 1, p. 60-66. ISSN: 0167-8655.
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GODARD, P.; BOITO, M.; ONDEL YANG, L.; BERARD, A.; YVON, F.; VILLAVICENCIO, A.; BESACIER, L. Unsupervised Word Segmentation from Speech with Attention. In Proceeding of Interspeech 2018. Proceedings of Interspeech. Hyderabad: International Speech Communication Association, 2018. p. 2678-2682. ISSN: 1990-9772.
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WIESNER, M.; LIU, C.; ONDEL YANG, L.; HARMAN, C.; MANOHAR, V.; TRMAL, J.; HUANG, Z.; DEHAK, N.; KHUDANPUR, S. Automatic Speech Recognition and Topic Identification for Almost-Zero-Resource Languages. In Proceedings of Interspeech. Proceedings of Interspeech. Hyderabad: International Speech Communication Association, 2018. p. 2052-2056. ISSN: 1990-9772.
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VLK, J.; CHUDÝ, P.; PRUSTOMĚRSKÝ, M. Light Sport Aircraft Auto-Land System. In 38th Digital Avionics System Conference (DASC) - 2019 Conference Proceedings. San Diego, USA: Institute of Electrical and Electronics Engineers, 2019. p. 1-10. ISBN: 978-1-7281-0649-6.
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KODYM, O.; ŠPANĚL, M.; HEROUT, A. Segmentation of Defective Skulls from CT Data for Tissue Modelling. Computational Methods and Clinical Applications in Musculoskeletal Imaging. Shenzhen: 2019. p. 0-0.
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KIŠŠ, M.; HRADIŠ, M.; KODYM, O. Brno Mobile OCR Dataset. In Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. Sydney: Institute of Electrical and Electronics Engineers, 2020. p. 1352-1357. ISBN: 978-1-7281-3015-6.
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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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ŠPAŇHEL, J.; BARTL, V.; JURÁNEK, R.; HEROUT, A. 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. Long Beach: IEEE Computer Society, 2019. p. 150-158. ISSN: 2160-7516.
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ŠPAŇHEL, J.; SOCHOR, J.; JURÁNEK, R.; DOBEŠ, P.; BARTL, V.; HEROUT, A. Learning Feature Aggregation in Temporal Domain for Re-Identification. COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, vol. 192, no. 11, p. 1-12. ISSN: 1077-3142.
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ŠPAŇHEL, J.; JURÁNEK, R.; HEROUT, A.; NOVÁK, J.; HAVRÁNEK, P. 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. p. 1001-1006. ISBN: 978-1-5386-7024-8.
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KAPINUS, M.; BERAN, V.; MATERNA, Z.; BAMBUŠEK, D. Spatially Situated End-User Robot Programming in Augmented Reality. In 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). New Delhi: Institute of Electrical and Electronics Engineers, 2019. p. 1-9. ISBN: 978-1-7281-2622-7.
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BAMBUŠEK, D.; MATERNA, Z.; KAPINUS, M.; BERAN, V.; SMRŽ, P. Combining Interactive Spatial Augmented Reality with Head-Mounted Display for End-User Collaborative Robot Programming. In 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). New Delhi: Institute of Electrical and Electronics Engineers, 2019. p. 1-9. ISBN: 978-1-7281-2622-7.
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KOBRTEK, J.; MILET, T.; HEROUT, A. Silhouette Extraction for Shadow Volumes Using Potentially Visible Sets. In International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG). Plzeň: Union Agency, 2019. p. 9-16. ISBN: 978-80-86943-37-4.
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YANG, J.; ONDEL YANG, L.; MANOHAR, V.; HEŘMANSKÝ, H. Towards Automatic Methods to Detect Errors in Transcriptions of Speech Recordings. In Proceedings of ICASSP. Brighton: IEEE Signal Processing Society, 2019. p. 3747-3751. ISBN: 978-1-5386-4658-8.
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ONDEL YANG, L.; LI, R.; SELL, G.; HEŘMANSKÝ, H. Deriving Spectro-temporal Properties of Hearing from Speech Data. In Proceedings of ICASSP. Brighton: IEEE Signal Processing Society, 2019. p. 411-415. ISBN: 978-1-5386-4658-8.
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NOVOTNÝ, O.; PLCHOT, O.; GLEMBEK, O.; BURGET, L.; MATĚJKA, P. Discriminatively Re-trained i-Vector Extractor For Speaker Recognition. In Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). Brighton: IEEE Signal Processing Society, 2019. p. 6031-6035. ISBN: 978-1-5386-4658-8.
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STAFYLAKIS, T.; ROHDIN, J.; PLCHOT, O.; MIZERA, P.; BURGET, L. Self-supervised speaker embeddings. In Proceedings of Interspeech. Proceedings of Interspeech. Graz: International Speech Communication Association, 2019. p. 2863-2867. ISSN: 1990-9772.
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BASKAR, M.; WATANABE, S.; ASTUDILLO, R.; HORI, T.; BURGET, L.; ČERNOCKÝ, J. Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text. In Proceedings of Interspeech. Proceedings of Interspeech. Graz: International Speech Communication Association, 2019. p. 3790-3794. ISSN: 1990-9772.
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Responsibility: Zemčík Pavel, prof. Dr. Ing., dr. h. c.