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Enhancing Color Texture Quality of 3D Models for Digital Preservation of Indigenous Ceramic Artworks

机译:增强土着陶瓷艺术品数字保存3D模型的颜色纹理质量

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We present a contribution to the digital preservation of artworks made by the Wauja and Karaja indians; both communities acknowledged for their expertise in ceramic artworks and the symbolism embedded in their art. Our goal is to enhance the texture color quality of 3D models obtained from color and depth images of a laser scanner. Although laser scanners offer high-performance regarding depth in-formation, the color information is still poor and limits the generation of realistic texture. We propose a method through which we add color information obtained from a high resolution digital camera to solve this limitation. Thus, our approach generates texture maps for 3D models by using color data obtained from triplets of: (1) high resolution photographs captured by a digital camera; and (2) color and (3) range images captured by a laser scanner. For each triplet, we calculate a partial texture map for the 3D model. Then, we merge all partial maps based on weights we have defined to reflect the reliability of each partial texture map pixel. We present several results of preserved artworks with realistic and enhanced quality texture maps. The 3D models can be visualized through a tool we developed to support the virtual exhibition of the artworks.
机译:我们为沃哈和卡拉哈印第安人制造的艺术品的数字保存贡献;这两个社区都承认了他们在陶瓷艺术品和艺术中嵌入的象征主义的专业知识。我们的目标是提高从激光扫描仪的颜色和深度图像获得的3D模型的纹理颜色质量。虽然激光扫描仪提供了对深度形成的高性能,但颜色信息仍然很差,并限制了现实纹理的产生。我们提出了一种方法,我们通过它添加了从高分辨率数码相机获得的颜色信息来解决这些限制。因此,我们的方法通过使用从数码相机捕获的三胞胎(1)的高分辨率照片获得的颜色数据生成3D模型的纹理映射; (2)颜色和(3)由激光扫描仪捕获的范围图像。对于每个三联网,我们计算3D模型的局部纹理图。然后,我们合并基于权重的所有部分地图,我们定义为反映每个部分纹理地图像素的可靠性。我们提供了若干保存艺术品的结果,具有现实和增强的质量纹理地图。可以通过我们开发的工具来可视化3D模型,以支持艺术品的虚拟展览。

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