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Bernardas Čiapas
Department: Image and Signal Analysis Group
Position: PhD student
Field: Informatics
Address: Akademijos st. 4, Vilnius
E-mail:
Scientific publications
Publications with VU Institute of Data Science and Digital Technologies affiliation
Doctoral studies
Theme Investigating Image Features in Self-Service Checkout Recognition Tasks
Supervisor Prof. Dr. Povilas Treigys
Study time 2019 10 01-2023 09 30
Presentations at scientific conferences
2019
Bernardas Čiapas, Povilas Treigys „Computer vision solution for reducing picklist depth in food retail self checkouts“, 11th International workshop on Data Analysis Methods for Software Systems (DAMSS), November 28 - 30, 2019, Druskininkai, Lithuania
2020
Annual Doctoral Conference of Informatics, October 22, 2020, Vilnius "Investigating Image Features in Self-Service Checkout Recognition Tasks" (Slides)
2021
Doctoral Conference of Informatics, September 30, 2021, Vilnius "Investigating Image Features in Self-Service Checkout Recognition Tasks" (Slides)
Doctoral Conference of Informatics, March 26, 2021, Vilnius "Investigating Image Features in Self-Service Checkout Recognition Tasks" (Slides)
Bernardas Čiapas, Povilas Treigys „Product Recognition in Self-Checouts“, Junior Researcher for Intelligent Society, May 13, 2021
Bernardas Čiapas, Povilas Treigys „Research of Image Properties in Self-Checkout Image Recognition Tasks“, Informatics and IT Research of Lithuanian Master's Students, May 14, 2021
Bernardas Čiapas, Povilas Treigys „Product Recognition Research Using Deep Neural Networks in Self-Checkout Images", Lithuanian Computer Society Days – 2021, September 23 - 25 d, 2021, Klaipeda, Lithuania
2022
Doctoral Conference of Informatics Engineering and Informatics, September 30, 2022, Vilnius "Investigating Image Features in Self-Service Checkout Recognition Tasks" (Slides)
Doctoral Conference of Informatics Engineering and Informatics, March 24, 2022, Vilnius "Investigating Image Features in Self-Service Checkout Recognition Tasks" (Slides)
Bernardas Čiapas, Povilas Treigys „Retail Self-checkout Image Classification Performance: Similar Class Grouping or Individual Class Classification Approach“, 15th International Baltic Conference on Digital Business and Intelligent Systems (DB&IS), July 4 - 6, 2022, Riga, Latvia
2023
Doctoral Conference of Informatics Engineering and Informatics, March 21, 2023, Vilnius "Investigating Image Features in Self-Service Checkout Recognition Tasks" (Slides)