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不完备轮廓图像小天体三维重构算法
引用本文:郭金融,陈友,邵巍,郭威,刘延杰.不完备轮廓图像小天体三维重构算法[J].科学技术与工程,2024,24(10):3974-3983.
作者姓名:郭金融  陈友  邵巍  郭威  刘延杰
作者单位:青岛科技大学自动化与电子工程学院
基金项目:山东省自然科学基金项目(ZR2023MF006,ZR2023QF176);空间碎片专项(KJSP2020020302);科工局稳定支持项目(HTKJ2022KL502001)
摘    要:受光照角度的影响,探测器拍摄的小天体图像不完整,三维重构困难。针对此问题,本文提出一种基于不完备轮廓的小天体三维重构算法。该算法利用太阳的方位信息,确定图像上二维太阳光的矢量方向,结合不完备轮廓,计算出扩展轮廓,然后计算出三维包围盒,划分体素,进行三维重构。利用平均半径对重构结果与参考模型的豪斯多夫距离进行归一化,评价重构质量。仿真结果表明,重构误差小于4%的分布概率占95%以上,并对光照角度变化具有一定的鲁棒性。

关 键 词:不完备轮廓  小天体  三维重构  扩展轮廓  豪斯多夫距离
收稿时间:2023/7/14 0:00:00
修稿时间:2024/4/3 0:00:00

3D Reconstruction Algorithm for Small Bodies from Incomplete Contour Image
Guo Jinrong,Chen You,Shao Wei,Guo Wei,Liu Yanjie.3D Reconstruction Algorithm for Small Bodies from Incomplete Contour Image[J].Science Technology and Engineering,2024,24(10):3974-3983.
Authors:Guo Jinrong  Chen You  Shao Wei  Guo Wei  Liu Yanjie
Institution:College of Automation and Electronic Engineering, Qingdao University of Science and Technology
Abstract:Affected by the angle of illumination, the images of small bodies taken by the spacecraft are incomplete, and it is difficult to reconstruct them with existing algorithms. To solve this problem, this paper proposed a 3D reconstruction algorithm for small bodies based on incomplete contours. The algorithm uses the orientation information of the sun to determine the direction of the sun''s rays on the image. Combined with the incomplete contour, the algorithm calculates the extended contour, and then calculates the 3D bounding box, divides voxels, and performs 3D reconstruction. The Hausdorff distance between the reconstruction result and the reference model was normalized by the average radius to evaluate the reconstruction quality. The simulation results show that the distribution probability of the reconstruction error is less than 4% accounts for more than 95%, and it has certain robustness to the change of illumination angle.
Keywords:incomplete contour  3D shape reconstruction  small bodies  extended contour  Hausdorff distance
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