论文标题
具有个性化偏好的室内场景的结构计划
Structural Plan of Indoor Scenes with Personalized Preferences
论文作者
论文摘要
在本文中，我们提出了一个辅助模型，该模型支持专业的室内设计师生产工业室内装饰解决方案并满足业主的个性化偏好。提出的模型能够根据财产所有者的喜好自动生成特定室内场景的对象的布局。特别是，该模型由抽象图，条件图生成和条件场景实例化的提取。我们提供了一个内部布局数据集，其中包含来自专业设计师的现实世界中的11000个设计。我们在数据集上的数值结果证明了与最先进的方法相比，提出的模型的有效性。
In this paper, we propose an assistive model that supports professional interior designers to produce industrial interior decoration solutions and to meet the personalized preferences of the property owners. The proposed model is able to automatically produce the layout of objects of a particular indoor scene according to property owners' preferences. In particular, the model consists of the extraction of abstract graph, conditional graph generation, and conditional scene instantiation. We provide an interior layout dataset that contains real-world 11000 designs from professional designers. Our numerical results on the dataset demonstrate the effectiveness of the proposed model compared with the state-of-art methods.
