EDT Method for Multiple Labelled Objects Subject to Tied Distances
文献类型：期刊论文
| 作者 | Andre Marasca2; Andre Backes1; Fabio Favarim2; Marcelo Teixeira2; Dalcimar Casanova2 |
| 刊名 | International Journal of Automation and Computing
 |
| 出版日期 | 2021 |
| 卷号 | 18期号:3页码:468-479 |
| 关键词 | Euclidean distance transform (EDT) multiple-labelled objects tied distances fractal analysis texture analysis |
| ISSN号 | 1476-8186 |
| DOI | 10.1007/s11633-021-1285-0 |
| 英文摘要 | The success of new scientific areas can be assessed by their potential for contributing to new theoretical approaches aligned with real-world applications. The Euclidean distance transform (EDT) has fared well in both cases, providing a sound theoretical basis for a number of applications, such as median axis transform, fractal analysis, skeletonization, and Voronoi diagrams. Despite its wide applicability, the discrete form of the EDT includes interesting properties that have not yet been fully exploited in the literature. In this paper, we are particularly interested in the properties of 1) working with multiple objects/labels; and 2) identifying and counting equidistant pixels/voxels from certain points of interest. In some domains (such as dataset classification, texture, and complexity analysis), the result of applying the EDT transform with different objects, and their respective tied distances, may compromise the performance. In this sense, we propose an efficient modification in the method presented in [1], which leads to a novel approach for computing the distance transform in a space with multiple objects, and for counting equidistant pixels/voxels. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/44295]  |
| 专题 | 自动化研究所_学术期刊_International Journal of Automation and Computing |
| 作者单位 | 1.Federal University of Uberlandia, Uberlandia 38400-902, Brazil 2.Federal University of Technology − Parana, Pato Branco 85503-390, Brazil |
| 推荐引用方式 GB/T 7714 | Andre Marasca,Andre Backes,Fabio Favarim,et al. EDT Method for Multiple Labelled Objects Subject to Tied Distances[J]. International Journal of Automation and Computing,2021,18(3):468-479. |
| APA | Andre Marasca,Andre Backes,Fabio Favarim,Marcelo Teixeira,&Dalcimar Casanova.(2021).EDT Method for Multiple Labelled Objects Subject to Tied Distances.International Journal of Automation and Computing,18(3),468-479. |
| MLA | Andre Marasca,et al."EDT Method for Multiple Labelled Objects Subject to Tied Distances".International Journal of Automation and Computing 18.3(2021):468-479. |
入库方式： OAI收割
来源：自动化研究所
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