| 三维IFS分形插值逆问题的局部迭代算法 |
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| 引用本文： | 吴思源,周源华.三维IFS分形插值逆问题的局部迭代算法[J].上海交通大学学报,2004,38(9):1519-1523. |
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| 作者姓名： | 吴思源 周源华 |
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| 作者单位： | 上海交通大学,图像通信与信息处理研究所,上海,200030 |
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| 摘 要： | 研究了三维IFS分形插值逆问题及其在三维曲面重建中的应用．采用具几何意义的简洁迭代格式，简化了压缩变换组中使用的分形参数和计算环节；提出了一种局部迭代算法，解决了利用拼帖定理确定分形参数时出现的无法分离求解问题，可以逐步收敛到最优解．针对三维地表重建的实验结果表明，该算法在重建质量和计算时间上有很好的实用性．
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| 关 键 词： | 分形插值 迭代函数系 三维重建 局部迭代算法 |
| 文章编号： | 1006-2467(2004)09-1519-05 |
| 修稿时间： | 2003年9月5日 |
Local Iteration Algorithm for IFS-Based 3D Fractal Interpolation |
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| WU Si-yuan,ZHOU Yuan-hua.Local Iteration Algorithm for IFS-Based 3D Fractal Interpolation[J].Journal of Shanghai Jiaotong University,2004,38(9):1519-1523. |
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| Authors: | WU Si-yuan ZHOU Yuan-hua |
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| Abstract: | This paper addressed the inverse problem of IFS-based 3D deterministic fractal interpolation and its application for three-dimensional surface reconstruction. The parameters of contractive transformations are simplified by a concise fractal iteration form with geometric meaning. A local iteration algorithm was proposed, which solves the non-separation problem of applying Collage Theorem for finding the appropriate fractal parameters and can gradually converge to final optimization. The experiment on terrain surface reconstruction proves it is effective both in reconstruction quality and time costing. |
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| Keywords: | fractal interpolation iterated function systems 3D reconstruction local iteration algorithm |
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