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Research on the 3D reconstruction method of the free-form surface based on the grid projection

机译:基于网格投影的自由曲面的3D重建方法研究

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The free-form surface does not has stable texture and feature points. The existing 3D reconstruction algorithms for the free-form surface extract uncertain quantity of feature points which appear in random location because of image noise and different brightness. A novel 3D reconstruction method through projecting a grid on free-form surface is presented. Gridlines are treated as texture on the free-form surface. On the basis, the feature texture is extracted and feature points are precisely matched, the 3D reconstruction is completed according to recognizing and extracting the grid feature. The method is verified its feasibility and validity after applying it on several models.
机译:自由曲面没有稳定的纹理和特征点。现有的自由曲面3D重建算法会提取不确定数量的特征点,这些特征点由于图像噪声和亮度不同而出现在随机位置。通过在自由曲面上投影网格,提出了一种新颖的3D重建方法。网格线被视为自由曲面上的纹理。在此基础上,提取特征纹理,精确匹配特征点,并根据网格特征的识别和提取完成3D重建。将其应用于多种模型后,验证了该方法的可行性和有效性。

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