{"title":"使用网络应用程序,从 Arborized 3D 模型可视化、分析和构建 L 系统","authors":"Nick van Nielen, Fons Verbeek, Lu Cao","doi":"arxiv-2403.06638","DOIUrl":null,"url":null,"abstract":"In biology, arborized structures are well represented and typically complex\nfor visualization and analysis. In order to have a profound understanding of\nthe topology of arborized 3D biological model, higher level abstraction is\nneeded. We aim at constructing an abstraction of arborized 3D biological model\nto an L-system that provides a generalized formalization in a grammar to\nrepresent complex structures. The focus of this paper is to combine 3D\nvisualization, analysis and L-system abstraction into a single web application.\nWe designed a front-end user interface and a back-end. In the front-end, we\nused A-Frame and defined algorithms to generate and visualize L-systems. In the\nback-end, we utilized the Vascular Modelling Toolkit's (VMTK) centerline\nanalysis methods to extract important features from the arborized 3D models,\nwhich can be applied to L-system generation. In addition, two 3D biological\nmodels: lactiferous duct and artery are used as two case studies to verify the\nfunctionality of this web application. In conclusion, our web application is\nable to visualize, analyse and create L-system abstractions of arborized 3D\nmodels. This in turn provides workflow-improving benefits, easy accessibility\nand extensibility.","PeriodicalId":501572,"journal":{"name":"arXiv - QuanBio - Tissues and Organs","volume":"23 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Visualizing, Analyzing and Constructing L-System from Arborized 3D Model Using a Web Application\",\"authors\":\"Nick van Nielen, Fons Verbeek, Lu Cao\",\"doi\":\"arxiv-2403.06638\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In biology, arborized structures are well represented and typically complex\\nfor visualization and analysis. In order to have a profound understanding of\\nthe topology of arborized 3D biological model, higher level abstraction is\\nneeded. We aim at constructing an abstraction of arborized 3D biological model\\nto an L-system that provides a generalized formalization in a grammar to\\nrepresent complex structures. The focus of this paper is to combine 3D\\nvisualization, analysis and L-system abstraction into a single web application.\\nWe designed a front-end user interface and a back-end. In the front-end, we\\nused A-Frame and defined algorithms to generate and visualize L-systems. In the\\nback-end, we utilized the Vascular Modelling Toolkit's (VMTK) centerline\\nanalysis methods to extract important features from the arborized 3D models,\\nwhich can be applied to L-system generation. In addition, two 3D biological\\nmodels: lactiferous duct and artery are used as two case studies to verify the\\nfunctionality of this web application. In conclusion, our web application is\\nable to visualize, analyse and create L-system abstractions of arborized 3D\\nmodels. This in turn provides workflow-improving benefits, easy accessibility\\nand extensibility.\",\"PeriodicalId\":501572,\"journal\":{\"name\":\"arXiv - QuanBio - Tissues and Organs\",\"volume\":\"23 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - QuanBio - Tissues and Organs\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2403.06638\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - QuanBio - Tissues and Organs","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2403.06638","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
在生物学中,树枝状结构有很好的表现形式,通常可用于可视化和分析。为了深刻理解树枝状三维生物模型的拓扑结构,需要更高层次的抽象。我们的目标是将树枝化三维生物模型抽象为一个 L 系统,用语法提供一个通用的形式化来表示复杂的结构。本文的重点是将三维可视化、分析和 L 系统抽象结合到一个单一的网络应用程序中。在前端,我们使用了 A-Frame,并定义了生成和可视化 L 系统的算法。在后端,我们利用血管建模工具包(VMTK)的中心线分析方法从树枝化三维模型中提取重要特征,并将其应用于 L 系统的生成。此外,我们还使用了两个三维生物模型:乳腺导管和动脉作为案例研究,以验证该网络应用程序的功能。总之,我们的网络应用程序能够可视化、分析和创建树枝化三维模型的 L 系统抽象。这反过来又提供了改进工作流程的好处、易访问性和可扩展性。
Visualizing, Analyzing and Constructing L-System from Arborized 3D Model Using a Web Application
In biology, arborized structures are well represented and typically complex
for visualization and analysis. In order to have a profound understanding of
the topology of arborized 3D biological model, higher level abstraction is
needed. We aim at constructing an abstraction of arborized 3D biological model
to an L-system that provides a generalized formalization in a grammar to
represent complex structures. The focus of this paper is to combine 3D
visualization, analysis and L-system abstraction into a single web application.
We designed a front-end user interface and a back-end. In the front-end, we
used A-Frame and defined algorithms to generate and visualize L-systems. In the
back-end, we utilized the Vascular Modelling Toolkit's (VMTK) centerline
analysis methods to extract important features from the arborized 3D models,
which can be applied to L-system generation. In addition, two 3D biological
models: lactiferous duct and artery are used as two case studies to verify the
functionality of this web application. In conclusion, our web application is
able to visualize, analyse and create L-system abstractions of arborized 3D
models. This in turn provides workflow-improving benefits, easy accessibility
and extensibility.