• DocumentCode
    1822683
  • Title

    Image-Fusion Operators for 3D Anatomical and Functional Analysis of the Brain

  • Author

    Marquez, Jorge A. ; Gastellum, Alfonso ; Padilla, Miguel A.

  • Author_Institution
    CCADET, Image Anal. & Visualization Lab., Univ. Nacional Autonoma de Mexico, Mexico City, Mexico
  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    833
  • Lastpage
    835
  • Abstract
    The goal of the present work is to obtain images combining in a useful and precise way the information present in 3D volumes of medical imaging sets. We address two modalities combining anatomy (Magnetic Resonance Imaging or MRI) and functional information (Positron Emission Tomography or PET). Commercial imaging software often offers image fusion tools based on fixed blending or color- channel combination of different modalities, and various popular color Look-Up Tables (LUTs), without considering the anatomical and functional character of the image features. We used a sensible approach for image fusion, taking advantage mainly from the HSL (Hue, Saturation and Luminosity) color space, in order to enhance the fusion results. We further tested operators for gradient and contour extraction to enhance anatomical details, such as feature borders, plus other spatial- domain filters for functional features, which correspond to wide point-spread-function responses in PET images. A set of image-fusion operators was formulated and tested on brain images from PET and MRI acquisitions.
  • Keywords
    biomedical MRI; brain; image colour analysis; image fusion; medical image processing; positron emission tomography; 3D anatomical analysis; brain; functional analysis; hue; image-fusion operators; luminosity; magnetic resonance imaging; point-spread-function responses; positron emission tomography; saturation color; Anatomy; Biomedical imaging; Filters; Functional analysis; Image fusion; Magnetic resonance imaging; Positron emission tomography; Software tools; Table lookup; Testing; Brain; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Models, Biological; Positron-Emission Tomography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4352419
  • Filename
    4352419