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Multi-resolution 3D reconstruction of cultural landscape heritage based on cloud computing and hd image data

机译:基于云计算和高清图像数据的文化景观遗产多分辨率3D重构

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摘要

Cultural landscapes are cultural property and they are an illustration of the evolution of human society and the living environment over time. As cultural landscape is being valued more and more, the use of 3D modeling is becoming more and more important. As for the 3D reconstruction technology, most of the current methods are complicated in terms of network construction, use, and storage, and then affect the reconstruction efficiency of subsequent cultural landscape heritage. To obtain the 3D reconstruction technology with high reconstruction efficiency, this paper combines the circumferential binary feature extraction algorithm and cloud computing technology, and proposes a circumferential binary feature extraction and matching search method. The interior-point rate of the CBD algorithm in this paper is greater than 72%, which is higher than the interior point rate of other different algorithms, which indicates that the CBD algorithm in this paper is suitable for matching HD rotated images. The experimental results show that the circular binary features extracted by the article have strong adaptability and fast contrast rate. To better the 3D reconstruction of cultural landscape heritage in the later period, this paper also improves the 4PSC point cloud rough registration algorithm. The experimental results show that compared with other coarse registration algorithms, the improved point cloud coarse registration algorithm improves the registration accuracy and the registration effect is good, which proves the effectiveness of the algorithm.
机译:文化景观是文化财产,它们是人类社会演变和生活环境的插图。随着文化景观越来越受到重视,3D建模的使用变得越来越重要。至于3D重建技术,大多数当前方法在网络施工,使用和存储方面都很复杂,然后影响随后的文化景观遗产的重建效率。为了获得具有高重建效率的3D重建技术,本文结合了圆周二进制特征提取算法和云计算技术,提出了圆周二元特征提取和匹配搜索方法。本文中CBD算法的内部点速率大于72%,高于其他不同算法的内部点速率,这表明本文中的CBD算法适用于匹配HD旋转图像。实验结果表明,制品提取的圆形二元特征具有强大的适应性和快速对比度。为了更好地在后期改善文化景观遗产的3D重建,本文还改善了4PSC点云粗糙配准算法。实验结果表明,与其他粗略登记算法相比,改进的点云粗略登记算法改善了登记精度,注册效果良好,这证明了算法的有效性。

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