Real-Time Visual Inspection of Spool Winding Quality

• Thesis title in Czech: Vizuální kontrola kvality návinu cívek v reálném čase
• Thesis title in English: Real-Time Visual Inspection of Spool Winding Quality
• Key words: analýza obrazu|klasifikace|navíjecní filamentu
• English key words: image analysis|classification|filament winding
• Academic year of topic announcement: 2019/2020
• Thesis type: diploma thesis
• Thesis language: angličtina
• Department: Department of Theoretical Computer Science and Mathematical Logic (32-KTIML)
• Supervisor: RNDr. David Obdržálek, Ph.D.
• Author: hidden - assigned and confirmed by the Study Dept.
• Date of registration: 30.07.2020
• Date of assignment: 30.07.2020
• Confirmed by Study dept. on: 31.07.2020
• Date and time of defence: 02.02.2022 09:00
• Date of electronic submission: 07.01.2022
• Date of submission of printed version: 10.01.2022
• Date of proceeded defence: 02.02.2022
• Opponents: Mgr. Tomáš Iser, Ph.D.

Guidelines

The goal of this thesis is to find and implement an algorithm for real-time optical analysis of the winding quality in the process of making plastic filament string for 3D printing. The solution should respect greatly varying mechanical and optical properties of different plastic materials used in fusion 3D printing process and so be easily tunable for use with different materials. The algorithm is expected to be implemented and tested in real environment with the aim to use inexpensive hardware and therefore be usable and affordable for small scale manufacturers like SMEs or even dedicated hobbyists.

References

M. Šonka, V. Hlaváč, R. Boyle: Image Processing, Understanding, and Machine Vision, Thomson, 3rd edition (2008), ISBN 978-0-495-24428-7.
J. Beyerer, F. P. León, C. Frese: Machine Vision: Automated Visual Inspection: Theory, Practice and Applications, Springer-Verlag Berlin Heidelberg (2016), ISBN 978-3-662-47793-9.
R. C. Gonzalez, R. E. Woods: Digital Image Processing, Pearson, 4th edition (2018), ISBN 978-0-133-35672-4.