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Design of a 3D Hull Automatic Modeling Software Based on Computer Vision Technology
CHEN Chunyan, LI Guangnian, DU Lin, YANG Sujun, GUO Haipeng
Ship & Boat    2025, 36 (03): 79-88.   DOI: 10.19423/j.cnki.31-1561/u.2024.153
Abstract18)      PDF (2395KB)(8)       Save
To address the issues of high training costs and low efficiency in conventional manual hull modeling methods, an intelligent software for 3D geometric hull model generation from 2D lines plan has been developed, enhancing the automation of modeling and production efficiency. This modeling software, which is developed and designed using python, simulates the human visual system to extract, analyze and interpret the hull lines information from 2D drawings in units of pixel clusters. First, it reads, identifies and processes 2D lines plan (JPEG or PNG format) obtained from screenshots or scans, and maps the 2D profile points to 3D point cloud data according to the spatial relationships among the three views. Then, it generates the hull surface through information densification, thereby simplifying the modeling process from 2D plans to 3D models. Finally, accuracy verification results show that the modeling software based on computer vision technology can quickly convert the 2D lines plan in image form into the 3D hull models, demonstrating its reliability.
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