实用整数受约束的形结构用于符合规范的参数化
IEEE transactions on visualization and computer graphics
|June 19, 2023
概括
我们介绍了一种新方法,用于在合规参数化中创建稀疏的整数受约束的形奇点. 这种方法减少了奇点和扭曲的数量,超过了现有的技术.
科学领域:
- 计算机图形 计算机图形
- 计算几何学的计算几何学
- 几何建模 几何建模
背景情况:
- 在图形和几何处理中,符合性参数化是至关重要的.
- 用稀疏的整数受约束的形奇点构建参数化是一个具有挑战性的组合问题.
- 现有的方法往往导致高扭曲或过多的奇点数量.
研究的目的:
- 开发一种实用且强大的方法来生成稀疏的整数受约束的形奇点.
- 为了最大限度地减少形奇点的数量和由此产生的参数化扭曲.
- 为符合性参数化挑战提供最先进的解决方案.
主要方法:
- 一个两阶段的程序: 1) 增强初始化稀疏性, 2) 优化缩和扭曲.
- 在第一阶段逐步确定组合变量 (数量,位置,角度).
- 在第二阶段进行自适应的圆迁移和合并,以进行代优化.
主要成果:
- 拟议的方法在3885个模型的数据集中展示了实际的稳定性和性能.
- 与以前的方法相比,实现了形奇点数量的显著减少.
- 证明参数化扭曲率低于最先进的技术.
结论:
- 开发的方法为构建稀疏整数受约束的形奇点提供了有效的解决方案.
- 它在减少异常数和符合参数化的扭曲方面提供了显著的改进.
- 该方法因其实际适用性和卓越性能而得到验证.
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