基于表面纹理和断裂边界的碎片拼接方法

Piao Wang, Guohua Geng, Yi Wang, Jiabei Hu, Yuhe Zhang
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引用次数: 1

摘要

在自然环境和人为开挖过程中,土质文物易受到破坏,难以保证断裂遗址的完整性。因此,传统的几何驱动拼接方法受到了限制。针对陶瓷碎片几何信息缺失的问题,提出了一种结合表面纹理和断口轮廓的拼接方法。首先,采用Splatting Lines方法提取碎片纹理特征线,即对三维模型的密集点进行采样,采用不同的Splatting参数渲染两幅深度图像,并根据两幅图像的差值生成线条图像。其次,计算纹理形状边缘信息,构造受损纹理的约束条件,完成初步匹配;对于裂缝边界轮廓上的离散点集,本文采用遗传算法计算匹配点对,得到最终结果。实验结果表明,本文提出的算法能够实现破碎文物的拼接,匹配值稳定在0.53以上,对于纹理特征显著、破损严重的碎片具有一定的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fragments Splicing Method Based on Surface Texture and Fracture Boundary
In the process of natural environment and manmade excavation, the earthen artifacts are vulnerable to be damaged, and it is difficult to guarantee the integrity of the fractured site. Therefore, the traditional geometric-driven splicing method is restricted. In this paper, aiming at the ceramic fragments with missing geometric information, a splicing method combined with surface texture and fracture contour is proposed. First, the debris texture feature line is extracted by using Splatting Lines method, that is, dense points of the 3D model are sampled, two depth images are rendered by different parameters of splatting, and the line image is generated by the difference between the two images. Secondly, this paper calculates the texture shape edge information, constructs the constraint conditions of the damaged texture and completes the preliminary matching. For the discrete point sets on the fracture boundary contour, this paper uses the genetic algorithm to calculate matching point pairs to obtain the final result. The experimental results show that the proposed algorithm can achieve the splicing of the broken cultural relics, and the matching value is stable at 0.53 or above, which has certain advantages for the significant texture features and severely damaged fragments.
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