Ing. Raissa Likhonina, Ph.D.

postdoc

likhonina@utia.cas.cz 266052264 Personal web

Department: Department of Signal Processing

Research interests: recursive algorithms for identification of stochastic systems, modelling of systems in MATLAB and implementation of algorithms in embedded systems

Biography

Publication list

Raissa Likhonina received the Ph.D. degree in the engineering informatics in transportation and telecommunication at the Czech Technical University in Prague. Her thesis was related to fast Bayesian algorithms for FPGA platforms devoted to the QRD RLS Lattice algorithm supplemented with hypothesis testing. She is a member of the Department of Signal Processing in UTIA. She participates in several EU R&D projects. At present she is on maternity leave.

EU funded R&D projects participant

Current EU R&D projects (Chips JU):
- Listen2Future - Acoustic sensor solutions integrated with digital technologies as key enablers for emerging applications fostering Society 5.0 (HORIZON KDT JU 2023 - 2026)
- SOIL - Solidify the European FDSOI Ecosystem Accelerating its Industrial Deployment (HORIZON KDT JU 2024 - 2027)
- EECONE - European ECOsystem for greeN Electronics (HORIZON KDT JU 2023 - 2026)
Past EU R&D projects:
- StorAIge (H2020 ECSEL JU, 2021 - 2024)
- Arrowhead Tools (H2020 ECSEL JU, 2019 - 2022)
- FitOptiVis (H2020 ECSEL JU, 2018 - 2021)
- WAKeMeUP (H2020 ECSEL JU, 2018 - 2021)
- Productive4.0 (H2020 ECSEL JU, 2017 - 2020)
- SILENSE (H2020 ECSEL JU, 2017 - 2020)
- EMC² (FP7 JTI ARTEMIS, 2014 - 2017)
- ALMARVI (FP7 JTI ARTEMIS, 2014 - 2017)
Past national R&D projects:
- Clustering and classification using recursive mixture estimation (2015 - 2017)

Journal articles

Likhonina Raissa, Uglickich Evženie: Hand detection application based on QRD RLS Lattice algorithm and its implementation on Xilinx Zynq Ultrascale+, Neural Network World 32 2 (2022), p. 73-92 Download Download DOI: 10.14311/NNW.2022.32.005 [2022]
Jozová Šárka, Uglickich Evženie, Nagy Ivan, Likhonina Raissa: Modeling of discrete questionnaire data with dimension reduction, Neural Network World 32 1 (2022), p. 15-41 Download Download DOI: 10.14311/NNW.2022.32.002 [2022]

Other publications

Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: Compilation of AI 3.0 models for Vitis 2023.2, AI 3.5 SW, AI 3.0 DPUCZDX8G (2024) Download [2024]
Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: Support for TE0820 Modules in Vitis 2023.2, AI 3.5 SW, AI 3.0 DPUCZDX8G (2024) Download [2024]
Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: Adaptive Lattice Filter on STM32H7 Devices (2024) Download [2024]
Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: Compilation of Vitis AI 3.0 models for different configurations of AMD DPUs. (2024) Download [2024]
Likhonina Raissa, Kadlec Jiří, Uglickich Evženie: Hand detection ultrasound based application implemented on the FPGA platform, Book of abstracts. 6th International Caparica Conference on Ultrasonic-based applications from analysis to synthesis, p. 107-107 [2023]
Likhonina Raissa: Fast Bayesian Algorithms for FPGA Platforms Download [2023]
Likhonina Raissa: Rychlé algoritmy Bayesovského rozhodování pro FPGA platformy, České vysoké učení technické v Praze (Prague, 2022) Download [2022]
Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: STM32H753 Terminal with Zynq Ultrascale+ Accelerator (2021) Download [2021]
Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: STM32H753 Terminal with TE0723 03 07S 1C Accelerator HW Data Movers (2021) Download [2021]
Kadlec Jiří, Pohl Zdeněk, Kohout Lukáš, Likhonina Raissa: Data Movers in DTRiMC tool for TE0726 03M 07S board (2021) Download [2021]
Kadlec Jiří, Likhonina Raissa: DTRiMC tool for TE0726-03M board (2021) Download [2021]
Kadlec Jiří, Likhonina Raissa: DTRiMC tool for TE0808-09-EG-ES1 module on TEBF0808 carrier board (2021) Download [2021]
Likhonina Raissa: Hand detection algorithm: pre-processing stage, Proceedings of the 17th international conference on informatics in control, automation and robotics, p. 695-701, Eds: Gusikhin Oleg, Madani Kurosh, Zaytoon Janan Download DOI: 10.5220/0009885206950701 [2020]
Likhonina Raissa: Hand Gesture Recognition Based on Ultrasound Technology: Pre-processing Stage, Proceedings - Research monograph : 2019 8th Mediterranean Conference on Embedded Computing (MECO), p. 354-360, Eds: Stojanović Radovan, Jóźwiak Lech, Jurišić Dražen, Lutovac Budimir Download DOI: 10.1109/MECO.2019.8760063 [2019]
Likhonina Raissa: QRD RLS Algorithm for Hand Gesture Recognition Applications, Proceedings of IWSSIP 2019, p. 195-201, Eds: Žagar Drago, Rimac-Drlje Snježana, Martinović Goran, Galić Irena, Vranješ Denis, Habijan Marija Download DOI: 10.1109/IWSSIP.2019.8787283 [2019]
Likhonina Raissa, Kadlec Jiří: Noise Cancellation Using QRD RLS Algorithms (2018) Download [2018]
Likhonina Raissa, Kohout Lukáš, Kadlec Jiří: Camera-to-touchscreen design, Proceedings of 6th International Workshop on Mathematical Models and their Applications (IWMMA’2017), p. 94-99 Download [2017]
Kadlec Jiří, Likhonina Raissa: Adaptive RLS Algorithms Reference Implementations (2017) Download [2017]
Suzdaleva Evgenia, Nagy Ivan, Pecherková Pavla, Likhonina Raissa: Initialization of Recursive Mixture-based Clustering with Uniform Components, Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2017), p. 449-458 Download DOI: 10.5220/0006417104490458 [2017]
Likhonina Raissa, Suzdaleva Evgenia, Nagy Ivan: Comparison of mixture-based classification with the data-dependent pointer model for various types of components, ÚTIA AV ČR (Praha, 2016) Download [2016]
Likhonina Raissa, Kohout Lukáš, Kadlec Jiří: Camera to Touchscreen Demonstration for MicroZed 7020 carrier board, Avnet 7-inch Zed Touch Display and Avnet Toshiba Industrial 1080P60 Camera Module (2016) Download [2016]