Co-Locating Style-Defining Elements on 3D Shapes.
文献类型：期刊论文
| 作者 | Averkiou, Melinos; Hu, Ruizhen; Li, Wenchao; Zhang, Hao; van Kaick, Oliver; Huang, Hui; Cohen-Or, Daniel |
| 刊名 | ACM TRANSACTIONS ON GRAPHICS
 |
| 出版日期 | 2017 |
| 文献子类 | 期刊论文 |
| 英文摘要 | We introduce a method for co-locating style-defining elements over a set of 3D shapes. Our goal is to translate high-level style descriptions, such as "Ming" or "European" for furniture models, into explicit and localized regions over the geometric models that characterize each style. For each style, the set of style-defining elements is defined as the union of all the elements that are able to discriminate the style. Another property of the style-defining elements is that they are frequently occurring, reflecting shape characteristics that appear across multiple shapes of the same style. Given an input set of 3D shapes spanning multiple categories and styles, where the shapes are grouped according to their style labels, we perform a cross-category co-analysis of the shape set to learn and spatially locate a set of defining elements for each style. This is accomplished by first sampling a large number of candidate geometric elements and then iteratively applying feature selection to the candidates, to extract style-discriminating elements until no additional elements can be found. Thus, for each style label, we obtain sets of discriminative elements that together form the superset of defining elements for the style. We demonstrate that the co-location of style-defining elements allows us to solve problems such as style classification, and enables a variety of applications such as style-revealing view selection, style-aware sampling, and style-driven modeling for 3D shapes. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/12438]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | ACM TRANSACTIONS ON GRAPHICS |
| 推荐引用方式 GB/T 7714 | Averkiou, Melinos,Hu, Ruizhen,Li, Wenchao,et al. Co-Locating Style-Defining Elements on 3D Shapes.[J]. ACM TRANSACTIONS ON GRAPHICS,2017. |
| APA | Averkiou, Melinos.,Hu, Ruizhen.,Li, Wenchao.,Zhang, Hao.,van Kaick, Oliver.,...&Cohen-Or, Daniel.(2017).Co-Locating Style-Defining Elements on 3D Shapes..ACM TRANSACTIONS ON GRAPHICS. |
| MLA | Averkiou, Melinos,et al."Co-Locating Style-Defining Elements on 3D Shapes.".ACM TRANSACTIONS ON GRAPHICS (2017). |
入库方式： OAI收割
来源：深圳先进技术研究院
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