| 大场景三维重建中多核并行捆集调整算法 |
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| 引用本文： | 佟国峰,蒋昭炎,叶柠,徐心和.大场景三维重建中多核并行捆集调整算法[J].控制与决策,2013,28(9):1403-1408. |
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| 作者姓名： | 佟国峰 蒋昭炎 叶柠 徐心和 |
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| 作者单位： | 东北大学信息科学与工程学院,沈阳,110819 |
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| 基金项目： | 国家自然科学基金项目(61175031)；教育部基础科研基金项目 |
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| 摘 要： | 将三维重建中捆集调整算法用于优化重建结果，是非常关键的步骤，然而传统单核串行算法耗时量大不太适合大场景重建。对此，首先对捆集调整算法本身进行了改进；然后在此基础上提出了多核并行捆集调整算法并采用图像处理器(GPU)实现该算法。实验表明，所提出的多核并行捆集调整算法提高了算法优化参数的精度和处理速度。
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| 关 键 词： | 三维重建 捆集调整 并行运算 图像处理器 |
| 收稿时间： | 2012/8/2 0:00:00 |
| 修稿时间： | 2013/2/26 0:00:00 |
Multi-core bundle adjustment algorithm using parallel processing in
large-scale 3D scene reconstruction |
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| TONG Guo-feng,JIANG Zhao-yan,YE Ning,XU Xin-he.Multi-core bundle adjustment algorithm using parallel processing in
large-scale 3D scene reconstruction[J].Control and Decision,2013,28(9):1403-1408. |
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| Authors: | TONG Guo-feng JIANG Zhao-yan YE Ning XU Xin-he |
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| Abstract: | The bundle adjustment algorithm is used to optimize the final reconstruction results of 3D scene reconstruction,
which is a very critical step in 3D scene reconstruction. However, the serial bundle adjustment algorithm is large timeconsuming
and not suitable for large-scale scene reconstruction. Therefore, the bundle adjustment algorithm is improved.
Then the multi-core parallel bundle adjustment algorithm is proposed on the basis of the improved algorithm, and the graphic
processing unit(GPU) is used to realize the algorithm. The experiment shows that the accuracy and the processing speed of
the algorithm are greatly improved by using the proposed method. |
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| Keywords: | 3D scene reconstruction bundle adjustment parallel computation graphic processing unit(GPU) |
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