Salt-and-pepper noise explained

Salt-and-pepper noise, also known as impulse noise, is a form of noise sometimes seen on digital images. For black-and-white or grayscale images, is presents as sparsely occurring white and black pixels, giving the appearance of an image sprinkled with salt and pepper.

Cause

Salt-and-pepper noise can be caused by sharp and sudden disturbances in the image signal. These may be from transmission errors, corrupted pixel elements in the camera sensors, or faulty memory locations in the storage media.[1]

Removal

An effective noise reduction method for this type of noise is a median filter[2] or a morphological filter.[3] For reducing either salt noise or pepper noise, but not both, a contraharmonic mean filter can be effective.[4]

Linear filters are generally ineffective for removing impulse noise.[1]

See also

Notes and References

  1. Alajlan . Naif . Mohamed . Kamel . Jernigan . Ed . November 2004 . Detail preserving impulsive noise removal . Signal Processing: Image Communication . 19 . 10 . 993-1003 . 29 Nov 2024.
  2. Book: Jayaraman . Digital Image Processing . 2009 . . 9781259081439 . 272 . etal.
  3. Book: Rosin . Paul . Collomosse . John . Image and Video-Based Artistic Stylisation . . 9781447145196 . 92 . 2012.
  4. Book: Marques, Oge . Practical Image and Video Processing Using MATLAB . 2011 . . 9781118093481 . 275–76 .