• DocumentCode
    3707237
  • Title

    Model-based image reconstruction of chemiluminescence using a plenoptic 2.0 camera

  • Author

    Hung Nien;Jeffrey A. Fessler;Volker Sick

  • Author_Institution
    EECS Department, University of Michigan, Ann Arbor
  • fYear
    2015
  • Firstpage
    359
  • Lastpage
    363
  • Abstract
    Resolving the 3-D structure of translucent objects is of fundamental interest in combustion research. Recent progress in light-field imaging systems provides a single-shot, single-access-point imaging tool for volumetric image reconstruction. However, when a translucent object being imaged has low contrast edges, the conventional block-matching depth reconstruction algorithm used in commercial plenoptic cameras performs poorly. To solve this problem, this paper investigates reconstructing translucent objects using a model-based image reconstruction (MBIR) method. Preliminary simulation results illustrate that useful 3D object information can be resolved using MBIR methods. However, severe z-direction dispersion is observed in the reconstructed images due to the limited angular variation of incident light rays.
  • Keywords
    "Image reconstruction","Cameras","Lenses","Image resolution","Sensor arrays","Noise measurement"
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ICIP.2015.7350820
  • Filename
    7350820