• Image function
    • I(x,y): A discrete function from R2 → R
    • grayscale value becomes the height
    • x,y forms the image plane
  • Landscape
    • smoothen the Image function to form a landscape
    • a smooth continuous image function representation is called a landscape
  • Array of pixels
  • Image histogram
    • sort pixels by grayscale value and create a histogram
    • image is lost (specifically, the spatial information is lost)

Spatial Resolution

  • level of detail/number of pixels
  • commonly what is meant by image resolution
  • depends on the scale required

Grey level resolution

  • change in the shades/levels of grey
  • word length of the grey level
  • number of bits per pixel
    • 8bit → 256 shades of grey possible

Image Noise

Image Subsampling