自然科学版
陕西师范大学学报(自然科学版)
数学与计算机科学
热核信号驱动的文物碎片断裂面拼接方法
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张勇1,2, 耿国华1*, 周明全3
(1 西北大学 信息科学与技术学院,陕西 西安 710127;2 巢湖学院 信息工程学院,安徽 巢湖 238000;3 北京师范大学 信息科学与技术学院,北京 100875)
耿国华,女,教授,博士生导师,主要从事计算机图形处理与可视化技术方面的研究。Email:ghgeng@nwu.edu.cn
摘要:
为了进一步减少文物碎片拼接误差,特别是轮廓特征线不完整或不连续的碎片,提出一种热核信号(heat kernel signature)驱动的文物碎片断裂面拼接方法,首先根据断裂面局部曲率值设置初始特征点,并对初始特征点集合进行适当扩展,计算特征点的热核信号,根据热核信号值获得特征点匹配对,最终进行碎片准确拼接。通过与相关算法实验对比,本文方法产生拼接误差缩小至8%~33%,表明本文方法产生的拼接误差更小,对于那些不能完整呈现断裂面轮廓的碎片具有更好的拼接效果。
关键词:
热核信号;三维模型;断裂面;拼接
收稿日期:
2018-03-12
中图分类号:
TP301.6
文献标识码:
A
文章编号:
16724291(2019)03006405
基金项目:
国家自然科学基金(61731015,61772421,61802311);安徽省高校自然科学研究重点项目(KJ2017A451);巢湖学院教学团队项目(ch16jxtd01)
Doi:
Approach of cultural relic fragments assembly on fractured surfaces driven by heat kernel signature
ZHANG Yong1,2, GENG Guohua1* , ZHOU Mingquan3
(1 School of Information Science and Technology, Northwest University, Xi′an 710127, Shaanxi, China;2 School of Information Engineering, Chaohu University, Chaohu 238000, Anhui, China;3 School of Information Science and Technology,Beijing Normal University,Beijing 100875,China)
Abstract:
In order to furtherly reduce the assembly error ,especially for the fragments incomplete or discontinuous, an approach of relic fragments assembly on fractured surfaces driven by heat kernel signature is proposed.Firstly,initial feature points are fixed based on local curvature value of fractured surfaces and extended properly later,then heat kernel signature values of feature points are calculated and feature pairs are acquired.Finally,fragments are assembled accurately.Compared to related algorithm by experiment,the approach proposed can reduce assembly error to 8%33%,the result indicates that the approach produce smaller assembly error and produce better assembly effect for the fragments with incomplete fracture surface contour.
KeyWords:
heat kernel signature;3D model;fractured surfaces;assembly