• DocumentCode
    3482874
  • Title

    Stereoscopic imaging for coral segmentation and classification

  • Author

    Johnson-Roberson, Matthew ; Kumar, Suresh ; Pizarro, Oscar ; Willams, Stefan

  • Author_Institution
    Australian Centre for Field Robotics, Sydney Univ., NSW
  • fYear
    2006
  • fDate
    18-21 Sept. 2006
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Stereoscopic imaging as a means of aiding the segmentation and classification of coral in underwater imagery. This work presents a framework for integrating range data into a formerly two dimensional classification pipeline. By taking an estimate of the rugosity and surface topography of segmented coral greater accuracy can be achieved in morphological discrimination of visually similar species. Utilizing these techniques allows for automatic processing of datasets and quicker turnaround in achieving the scientific goals of a survey. This work strives to produce a real-time system that is capable of segmenting and classifying coral
  • Keywords
    image classification; image segmentation; oceanographic techniques; 2D classification pipeline; coral classification; coral segmentation; datset automatic processing; morphological discrimination; rugosity topography; segmented coral; stereoscopic imaging; surface topography; underwater imagery; Data mining; Humans; Image segmentation; Ocean temperature; Pipelines; Real time systems; Robots; Sea surface; Surface morphology; Surface topography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    OCEANS 2006
  • Conference_Location
    Boston, MA
  • Print_ISBN
    1-4244-0114-3
  • Electronic_ISBN
    1-4244-0115-1
  • Type

    conf

  • DOI
    10.1109/OCEANS.2006.306876
  • Filename
    4099031