Image Detection


Basics of Image Segmentation

  • Local information given by pixel value
  • Features defined by difference from their surroundings

  • Simple Mask Example: Point Detector


    Point Detection Mask:
    -1 -1 1
    -1 8 -1
    -1 1 1
    Smooth Color:
    2 2 2
    2 2 2
    2 2 2
         
    Mask Response:
    -2 -2 -2
    -2 16 -2
    -2 -2 -2
    Point Detection Mask:
    -1 -1 1
    -1 8 -1
    -1 1 1
    Center Point:
    2 2 2
    2 8 2
    2 2 2
         
    Mask Response:
    -2 -2 -2
    -2 64 -2
    -2 -2 -2