Detail projektu

Hardwarově akcelerovaná identifikace osob z videozáznamů s použitím hlubokého strojového učení

Období řešení: 01.01.2017 — 31.12.2019

Zdroje financování

Ministerstvo vnitra ČR - Bezpečnostní výzkum České republiky 2015-2020

- plně financující (2017-01-01 - 2019-12-31)

Označení

VI2VS/554

Originální jazyk

čeština

Řešitelé

Burget Radim, doc. Ing., Ph.D. - hlavní řešitel

Útvary

Ústav telekomunikací
- příjemce (01.01.2017 - nezadáno)

Výsledky

POVODA, L.; BURGET, R.; DUTTA, M. K.; SENGAR, N. Genetic Optimization of Big Data Sentiment Analysis. In 2017 4th International Conference on Signal Processing and Integrated Networks (SPIN). 2017. p. 141-144. ISBN: 978-1-5090-2796-5.
Detail

RAJNOHA, M.; BURGET, R.; DUTTA, M. Handwriting Comenia Script Recognition with Convolutional Neural Network. In 40th Anniversary of International Conference on Telecommunications and Signal Processing (TSP). Barcelona: 2017. p. 775-779. ISBN: 978-1-5090-3981-4.
Detail

SENGAR, N.; DUTTA, M.; BURGET, R.; RAJNOHA, M. Automated Detection of Suspected Glaucoma in Digital Fundus Images. In 40th Anniversary of International Conference on Telecommunications and Signal Processing (TSP). Barcelona: 2017. p. 749-752. ISBN: 978-1-5090-3981-4.
Detail

MISHRA, M.; SINGH, A.; DUTTA, M.; BURGET, R.; MAŠEK, J. Classification of Normal and Abnormal Heart Sounds for Automatic Diagnosis. In 40th Anniversary of International Conference on Telecommunications and Signal Processing (TSP). International Conference on Telecommunications and Signal Processing (TSP). Barcelona, Španělsko: 2017. p. 753-757. ISBN: 978-1-5090-3981-4. ISSN: 1805-5435.
Detail

MAŠEK, J.; RAJNOHA, M.; BURGET, R.; DUTTA, M. Automatic System for Diseased Artery Transverse Section Detection. In 2018 5th International Conference on Signal Processing and Integrated Networks (SPIN). Dillí, Indie: 2018. p. 322-326. ISBN: 978-1-5386-3045-7.
Detail

RAJNOHA, M.; POVODA, L.; MAŠEK, J.; BURGET, R.; DUTTA, M. Pedestrian Detection from Low Resolution Public Cameras in the Wild. In 2018 5th International Conference on Signal Processing and Integrated Networks (SPIN). New Delhi, India: 2018. p. 291-295. ISBN: 978-1-5386-3045-7.
Detail

RAJNOHA, M. Realtime Pedestrian Recognition Using Siamese Network. In Proceedings of the 24rd Conference STUDENT EEICT 2018. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2018. p. 441-445. ISBN: 978-80-214-5614-3.
Detail

KOLAŘÍK, M.; BURGET, R.; UHER, V.; DUTTA, M. 3D Dense-U-Net for MRI brain tissue segmentation. In Proceedings of the 2018 41st International Conference on Telecommunications and Signal Processing (TSP). Athens, Greece: IEEE, 2018. p. 237-240. ISBN: 978-1-5386-4695-3.
Detail

KOLAŘÍK, M.; BURGET, R.; UHER, V.; DUTTA, M. Computer Vision Method for Grading of Health of a Fundus Image on Basis of Presence of Red Lesions. In Proceedings of the 2018 41st International Conference on Telecommunications and Signal Processing (TSP). Athens, Greece: IEEE, 2018. p. 222-227. ISBN: 978-1-5386-4695-3.
Detail

RAJNOHA, M.; BURGET, R.; MEKYSKA, J.; ELIÁŠOVÁ, I.; KOŠŤÁLOVÁ, M.; REKTOROVÁ, I. Towards Identification of Hypomimia in Parkinson’s Disease Based on Face Recognition Methods. In 2018 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Moskva: 2018. p. 182-185. ISBN: 978-1-5386-9361-2.
Detail

RAJNOHA, M.; BURGET, R.; POVODA, L. Image Background Noise Impact on Convolutional Neural Network Training. In 2018 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Moskva: 2018. p. 168-171. ISBN: 978-1-5386-9361-2.
Detail

KOLAŘÍK, M.; BURGET, R.; UHER, V.; ŘÍHA, K.; DUTTA, M. Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation. Applied Sciences - Basel, 2019, vol. 9, no. 3, p. 1-17. ISSN: 2076-3417.
Detail

RAJNOHA, M. Scalable Person Identification System for Real-time Applications. In Proceedings of the 25th Conference STUDENT EEICT 2019. Brno: Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií, 2019. p. 500-504. ISBN: 978-80-214-5735-5.
Detail

KUCHAŘ, K.; HOLASOVÁ, E.; HRBOTICKÝ, L.; RAJNOHA, M.; BURGET, R. Supervised Learning in Multi-Agent Environments Using Inverse Point of View. In Proceedings of the 2019 42nd International Conference on Telecommunications and Signal Processing (TSP). 2019. p. 625-628. ISBN: 978-1-7281-1864-2.
Detail

KOLAŘÍK, M.; BURGET, R.; UHER, V.; POVODA, L. Superresolution of MRI brain images using unbalanced 3D Dense-U-Net network. In 2019 42nd International Conference on Telecommunications and Signal Processing (TSP). 2019. p. 643-646. ISBN: 978-1-7281-1864-2.
Detail

RAJNOHA, M.; BURGET, R.; RAINISCH, J.: CamBrain; Prototyp systému pro monitorování hledaných osob v reálném čase. Ústav telekomunikací, Technická 12, 616 00 Brno. URL: http://www.utko.feec.vutbr.cz. (prototyp)
Detail