Automated Extraction from Aerospace Engineering Diagrams Using Computer Vision Techniques
Aerospace engineering design and manufacturing greatly rely on accurate and efficient plane wing diagram data extraction. This paper introduces an innovative technique for automating the process using state-of-the-art computer vision approaches. Cutting edge image processing technologies extract vital technical metrics from these schematics. Experimental results demonstrate this methodology extracts information approximately four times faster than human input and with considerably higher precision. Improved design workflows and dependable engineering results are encouraged by such a feature. Collectively, these initiatives moreover offer insight into how computer vision may revive outdated methods in aeronautical engineering. Streamlined yet trustworthy design processes and results are made possible through such automated and precise data extraction from schematics. Meanwhile, revived methods hold potential to re-energize the field and ensure continued advancement.
Authors
- Hemanth Bysani
- Shreya Manepalli
- Ashutosh Karanam
Institutions
- PES University (IN)
- Birla Institute of Technology and Science, Pilani (IN)
- Amrita Vishwa Vidyapeetham (IN)
Publication Details
- Published
- 2024-10-04
- DOI
- https://doi.org/10.1109/i4c62240.2024.10748426
- Citations
- 1
- Primary Topic
- Manufacturing Process and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.35