Automated camera network design for 3D modeling of cultural heritage objects.

Abstract: Image-based modeling is an appropriate technique to create 3D models of cultural heritage objects, which starts with the basic task of designing the camera network. This task is, however, quite crucial in practical applications because it needs a thorough planning and a certain level of ex...

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Detalles Bibliográficos
Publicado en:Journal of Cultural Heritage Vol. 14; no. 6; pp. 515 - 527
Autores principales: Alsadik, Bashar, Gerke, Markus, Vosselman, George
Formato: Artículo
Publicado: Elsevier B.V. Nov2013
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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        12962074
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      jtl: Journal of Cultural Heritage
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      dt: Nov2013
      vid: 14
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      pub: Elsevier B.V.
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        91602177
        10.1016/j.culher.2012.11.007
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      tig:
        atl: Automated camera network design for 3D modeling of cultural heritage objects.
      aug:
        au:
          Alsadik, Bashar
          Gerke, Markus
          Vosselman, George
        affil:
          Department of Earth Observation Science, University of Twente, POB 217, 7500 AE Enschede, Netherlands
          Department of Surveying, College of Engineering, University of Baghdad, Jadriyah, Iraq
      su:
        Cultural property
        Cameras
        Imaging systems
        Cinematography
        Buildings
        Mathematical optimization
      sug:
        subj:
          Cultural property
          Cameras
          Imaging systems
          Cinematography
          Buildings
          Mathematical optimization
      keyword:
        3D models
        Camera calibration
        Image orientation
        Optimization
        SFM
        SIFT
        Synthetic image
      ab: Abstract: Image-based modeling is an appropriate technique to create 3D models of cultural heritage objects, which starts with the basic task of designing the camera network. This task is, however, quite crucial in practical applications because it needs a thorough planning and a certain level of experience. The optimal camera network is designed when certain accuracy demands are fulfilled with a reasonable effort, namely keeping the number of camera shots at a minimum. In this study, we report on the development of an automated method for designing the optimal camera network for a given cultural heritage building or statue. Starting from a rough point cloud derived from a video image stream, the initial configuration of the camera network is designed, assuming a high-resolution HR state-of-the-art non-metric camera. To improve the image coverage and accuracy, we use a mathematical non-linear optimization with constraints. Furthermore, synthetic images are created to guide the camera operator to the designed images. From the first experimental test, we found that a target accuracy of 10mm could be maintained although the initial number of more than 300 high-resolution images got reduced to less than 90 for the final, optimized network.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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          year: 2013
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