A Three-Dimensional Damaged Region Contour Extraction Approach for Cold Spray Repair

IF 3.2 3区 材料科学 Q2 MATERIALS SCIENCE, COATINGS & FILMS Journal of Thermal Spray Technology Pub Date : 2024-03-21 DOI:10.1007/s11666-024-01754-y
Fei Huang, Wenbo Li, Rija Nirina Raoelison, Christophe Verdy, Hanlin Liao, Sihao Deng
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Abstract

With multiple merits compared with thermal spray, cold spray technology is widely applied for various application fields. As part of an intelligent cold spray repair system, an approach for three-dimensional (3D) damage region contour extraction is proposed, which is without nominal Computer-Aided Design models and prior knowledge of damaged workpieces. Moreover, due to partially image processing based, the computation load of the proposed method is lower caused by partially avoiding the 3D point cloud processing. According to the results, it is capable to handle the uneven, sparse and unorganized point cloud to precisely extract 3D contour of damage region. The effectiveness of the proposed approach is highlight. Furthermore, the proposed methods on 3D cloud point to grayscale conversion, two-dimensional (2D) edge detection on images, 3D contour reconstruction from 2D edge are also promising for point cloud processing in other application fields.

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用于冷喷修复的三维损伤区域轮廓提取方法
与热喷涂相比,冷喷技术具有多种优点,被广泛应用于各个领域。作为智能冷喷修复系统的一部分,本文提出了一种三维(3D)损伤区域轮廓提取方法,该方法无需计算机辅助设计模型和损伤工件的先验知识。此外,由于该方法部分基于图像处理,因此部分避免了三维点云处理,从而降低了计算负荷。结果表明,该方法能够处理不平整、稀疏和无组织的点云,从而精确提取损坏区域的三维轮廓。所提方法的有效性凸显出来。此外,所提出的三维云点灰度转换、图像二维(2D)边缘检测、从二维边缘重建三维轮廓等方法在其他应用领域的点云处理中也大有可为。
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来源期刊
Journal of Thermal Spray Technology
Journal of Thermal Spray Technology 工程技术-材料科学:膜
CiteScore
5.20
自引率
25.80%
发文量
198
审稿时长
2.6 months
期刊介绍: From the scientific to the practical, stay on top of advances in this fast-growing coating technology with ASM International''s Journal of Thermal Spray Technology. Critically reviewed scientific papers and engineering articles combine the best of new research with the latest applications and problem solving. A service of the ASM Thermal Spray Society (TSS), the Journal of Thermal Spray Technology covers all fundamental and practical aspects of thermal spray science, including processes, feedstock manufacture, and testing and characterization. The journal contains worldwide coverage of the latest research, products, equipment and process developments, and includes technical note case studies from real-time applications and in-depth topical reviews.
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