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动态水面数据采集与重建方法
引用本文:邹玲,齐越,赖舜男.动态水面数据采集与重建方法[J].软件学报,2016,27(10):2530-2541.
作者姓名:邹玲  齐越  赖舜男
作者单位:北京大学 信息科学技术学院图形与交互技术实验室, 北京 100871,北京航空航天大学 虚拟现实技术与系统国家重点实验室, 北京 100191,北京大学 信息科学技术学院, 北京 100871
基金项目:国家自然科学基金(61232014,61421062,61173080,61472010,61272348,61572054);国家科技公关计划(2013BAK03B07,2014BAK18B01)
摘    要:自然现象模拟是计算机图形学中的一个重要研究热点.如何快速逼真地模拟自然现象是此类研究的主要目的.传统的解决思路大多采用基于物理的建模方法,而随着采集设备的快速发展,基于采集图像的重建方法得到了广泛关注与研究.本文以液体为研究对象,总结了近年来基于采集图像的重建方法的部分研究成果.针对动态水面,提出了一种动态水面数据采集与重建方法.首先,设计并搭建一套基于多相机的动态水面数据采集系统,采集得到多视图下不同水面运动现象的连续帧图像.其次,通过提取采集图像序列中每幅图像的亚像素级特征点,进行特征点匹配并建立特征点与物理空间中三维点的映射关系.然后,结合水介质的光学折射特性迭代求解水面上三维点阵的高度场和法向量.最终获得动态水面的重建结果.实验结果表明该方法能快速生成与采集水面可视效果相近的三维重建结果,可在计算机游戏、医学、科学研究可视化等领域具有应用前景.

关 键 词:自然现象模拟  动态水面  基于采集图像  数据采集系统  立体折射原理
收稿时间:2016/1/14 0:00:00
修稿时间:2016/3/25 0:00:00

Method of Dynamic Water Surface Data Acqusition and Reconstruction
ZOU Ling,QI Yue and LAI Shun-Nan.Method of Dynamic Water Surface Data Acqusition and Reconstruction[J].Journal of Software,2016,27(10):2530-2541.
Authors:ZOU Ling  QI Yue and LAI Shun-Nan
Affiliation:Graphics and Interaction Lab, School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China,State key laboratory of virtual reality technology and system, Beihang University, Beijing 100191, China and School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China
Abstract:Natural phenomena simulation is an important research hotspot in computer graphics domain. How to obtain realistic natural phenomena by simulation in an efficient way is the main purpose of this research field. The physics-based modeling method is a traditional way to solve this kind of problem. Along with rapid development of acquisition devices, the image-based method attracts a lot of research attention and interest. In this paper, we choose liquid as research object. Main research achievements on the topic of image-based reconstuction are summarized. Focus on dynamic water surface, a method of dynamic water surface data acquisition and reconstrution is proposed. First, we design and build a dynamic water surface data acquisition system, in order to obtain image sequences of different water surface phenomenon on multi-viewpoint. Second, feature points on each captured images in sequences are finded. After feature point matching process, the mapping relationship between feature points and 3D points are built. Finally, dynamic water surface reconstruction results are obtained by using height field and normals of 3D point combining with the optical refractive property of water. Experiment shows that our method can generate 3D reconstruction results rapidly. Satisfactory visual effect is also obtained facilitating this application to be used in computer games, visualization in scientific computing and virtual simulation in medical area.
Keywords:nature phenomenon simulation  dynamic water surface  image-based  data acquisition system  principle of stereo refraction
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