Web14. 13. i10-index. 14. 13. Alexey Artemov. Technical University of Munich. Verified email at tum.de - Homepage. computer vision geometry processing deep learning machine learning statistics. WebAbstract. We present a data-driven framework to automate the vectorization and machine interpretation of 2D engineering part drawings. In industrial settings, most manufacturing engineers still rely on manual reads to identify the topological and manufacturing requirements from drawings submitted by designers.
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WebAbstract. We present a new method for vectorization of technical line drawings, such as floor plans, architectural drawings, and 2D CAD images. Our method includes (1) a deep … WebOct 10, 2024 · Manga is a popular Japanese-style comic form in the world. Typical mangas are composed of black-and-white stroke lines and represented as raster images on digital multimedia. As shown in Figure 1, compared with images of real-world scenarios, mangas have the extra natures to be vectorized, i.e., having simpler structures and fewer color … rockshox ifp
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WebDOI: 10.1007/978-3-030-58601-0_35 Corpus ID: 212675145; Deep Vectorization of Technical Drawings @inproceedings{Egiazarian2024DeepVO, title={Deep Vectorization of Technical Drawings}, author={Vage Egiazarian and Oleg Voynov and Alexey Artemov and Denis Volkhonskiy and Aleksandr Safin and Maria Taktasheva and Denis Zorin and … WebNov 28, 2024 · Our method includes (1) a deep learning-based cleaning stage to eliminate the background and imperfections in the image and fill in missing parts, (2) a transformer … WebThe main steps of our vectorization system, the primitive extraction network and re nement, operate on small patches of the image, while the methods that we compare with operate … rockshox how to adjust