• DocumentCode
    1790315
  • Title

    Defocus-invariant image registration for phase-difference detection auto focusing

  • Author

    Spinoulas, Leonidas ; Katsaggelos, Aggelos K. ; Jinbeum Jang ; Yoonjong Yoo ; Jaehyun Im ; Joonki Paik

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
  • fYear
    2014
  • fDate
    22-25 June 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    This paper presents a defocus-invariant image registration method for measuring the shifting value between two differently located patterns in an imaging sensor. Existing registration methods fail with unfocused images since features or regions of interest are degraded by defocus. In order to solve this problem, the proposed method consists of three stages: i) pre-generation of the set of point spread functions (PSFs) estimated in different focusing positions, ii) the geometric transformation estimation using estimated PSF data, and iii) registration using estimated transformation matrix. The proposed method improves out-of-focus degradation through estimation of PSF. For this reason, the proposed method can accurately estimate the difference of phase between two out-of-focus images. Furthermore, it can be applied to phase-difference detection auto focusing, and provide accurate auto focusing performance.
  • Keywords
    image registration; matrix algebra; defocus-invariant image registration method; estimated PSF data; estimated transformation matrix; focusing position; geometric transformation estimation; imaging sensor; out-of-focus degradation improvement; out-of-focus images; phase difference estimation; phase-difference detection auto focusing; point spread function set pre-generation; shifting value measurement; unfocused images; Estimation; Focusing; Image edge detection; Image registration; Image restoration; Vectors; constrained least square filter; elastic registration; floating values; phase difference detection auto focus;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
  • Conference_Location
    JeJu Island
  • Type

    conf

  • DOI
    10.1109/ISCE.2014.6884378
  • Filename
    6884378