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基于图像的启发式三维火焰重建算法

沈亮 朱登明 周果 王兆其

高技术通讯2017,Vol.27Issue(2):122-130,9.
高技术通讯2017,Vol.27Issue(2):122-130,9.DOI:10.3772/j.issn.1002-0470.2017.02.003

基于图像的启发式三维火焰重建算法

Heuristic 3D flame reconstruction from images

沈亮 1朱登明 2周果 1王兆其1

作者信息

  • 1. 中国科学院计算技术研究所前瞻研究实验室 北京 100190
  • 2. 中国科学院大学 北京 100049
  • 折叠

摘要

Abstract

The flame reconstruction was studied, and an image-based heuristic 3D flame reconstruction approach was proposed to improve the reconstruction accuracy of the existing sparse-view tomography methods. The presented heuristic approach uses an energy constraint model to reconstruct 3D flame temperature. The approach allows complex image models to be applied to the reconstruction to make the rendering process closer to the real flame image formation process. Through the smoothness constraints to data, the reconstruction results were optimized. During the iterative process of the reconstruction, heuristic rules and GPU (graphics processing unit) were exploited to accelerate the reconstruction. The outcome of the experiments on both simulated data and captured data showed that, the proposed approach enhanced the precision and smoothness of the reconstruction compared with the existing methods.

关键词

火焰重建/启发式/火焰图像/温度场重建/黑体辐射

Key words

flame reconstruction/heuristic/flame image/temperature reconstruction/black body radiation

引用本文复制引用

沈亮,朱登明,周果,王兆其..基于图像的启发式三维火焰重建算法[J].高技术通讯,2017,27(2):122-130,9.

基金项目

863计划(2015AA016401)和国家自然科学基金(61173067,61379085,61532002)资助项目. (2015AA016401)

高技术通讯

OA北大核心CSTPCD

1002-0470

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