用于2D移动区域的生成器

José Duarte, Mark McKenney
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引用次数: 0

摘要

时空数据库领域研究的主要挑战之一是可用的数据集很少,它们代表特定的现象,通常具有少量的观测值,并且不能提供基础真理。在这项工作中,我们提出了一个二维移动区域的生成器,可以表示几个原子事件:面部收缩、生长和进化、面部爆裂和吞没、面部内部从封闭和开放线(裂缝)分裂、面部内部合并、面部在某一点分裂、面部分裂孔、面部消耗孔、孔收缩、生长和进化、孔从开放线出现、孔消耗面、孔分裂面和孔在某一点分裂。生成器允许自动创建和注释数据集,也可以用于创建自定义数据集。我们还展示了用这个生成器创建的数据集。
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A Generator for 2D Moving Regions
One of the main challenges in investigation in the field of spatiotemporal databases is that there are few datasets available, they represent specific phenomena, in general, have a small number of observations, and do not provide a ground truth. In this work we present a generator for 2D moving regions that can represent several atomic events: face shrink, grow and evolve, face burst and engulf, face internal split from a closed and an open line (fissure), face internal merge, face split at a point, face split hole, face consume hole, hole shrink, grow and evolve, hole appear from an open line, hole consume face, hole split face, and hole split at a point. The generator allows datasets to be created and annotated automatically and it can also be used to create custom datasets. We also present datasets created with this generator.
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