April 17, 2024 Software Open Access

Hessenkemper, Hendrik; Wang, Lantian; Lucas, Dirk; Shiyong, Tan; Rui, Ni; Ma, Tian

JSON-LD (schema.org) Export

{
  "creator": [
    {
      "name": "Hessenkemper, Hendrik", 
      "@id": "https://orcid.org/0000-0002-2588-694X", 
      "@type": "Person"
    }, 
    {
      "name": "Wang, Lantian", 
      "@type": "Person"
    }, 
    {
      "name": "Lucas, Dirk", 
      "@id": "https://orcid.org/0000-0003-0463-2278", 
      "@type": "Person"
    }, 
    {
      "name": "Shiyong, Tan", 
      "@type": "Person", 
      "affiliation": "Johns Hopkins University, Department of Mechanical Engineering, Baltimore"
    }, 
    {
      "name": "Rui, Ni", 
      "@type": "Person", 
      "affiliation": "Johns Hopkins University, Department of Mechanical Engineering, Baltimore"
    }, 
    {
      "name": "Ma, Tian", 
      "@type": "Person"
    }
  ], 
  "sameAs": [
    "https://www.hzdr.de/publications/Publ-38982"
  ], 
  "name": "Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models", 
  "@id": "https://doi.org/10.14278/rodare.3419", 
  "@context": "https://schema.org/", 
  "datePublished": "2024-04-17", 
  "@type": "SoftwareSourceCode", 
  "description": "<p>This package contains the software and the trained models described in the publication &quot;<a href=\"https://www.sciencedirect.com/science/article/pii/S030193222400209X\">3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models</a>&quot;. Please refer to the README.md for installation instructions and to the Tracking3D_demo.ipynb for usage demonstration.</p>\n\n<p><strong>Update</strong></p>\n\n<p>Minor bug fixes.</p>\n\n<p>The code now also provides the option for extended tracking using temporal information from 2D tracks.</p>", 
  "url": "https://rodare.hzdr.de/record/3419", 
  "keywords": [
    "3D Lagrangian bubble tracking", 
    "Bubble swarms", 
    "Deformable bubbles", 
    "Deep learning"
  ], 
  "identifier": "https://doi.org/10.14278/rodare.3419", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode"
}