Quantization noise

The noise caused by quantizing the pixels of a sensed image to a number of discrete levels is known as quantization noise.

Image noise is a random variation of brightness or color information in images and is usually an aspect of electronic noise. It can be produced by the sensor and circuitry of a scanner or digital camera. Image noise can also originate in film grain and in the unavoidable shot noise of an ideal photon detector. Image noise is an undesirable by-product of image capture that obscures the desired information.

The original meaning of "noise" was "unwanted signal"; unwanted electrical fluctuations in signals received by AM radios caused audible acoustic noise ("static"). By analogy, unwanted electrical fluctuations are also called "noise".

The noise caused by quantizing the pixels of a sensed image to a number of discrete levels is known as quantization noise. It has an approximately uniform distribution. Though it can be signal-dependent, it will be signal independent if other noise sources are big enough to cause dithering, or if dithering is explicitly applied.

also known as
  • Uniform noise
source
Adapted from content published on wikipedia.org
Last modified on August 20, 2019, 11:09 pm
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