Assignment 2 Part 1: Noise in images

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20.309: Biological Instrumentation and Measurement

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Overview

Simple model of digital image acquisition.png

The figure on the right depicts a (very) simplified model of digital image acquisition. In the diagram, a luminous source stochastically emits $ \bar{N} $ photons per second. A fraction $ F_O $ of the emitted photons lands on a semiconductor detector. Incident photons cause little balls (electrons) to fall out of the detector. The balls fall into a red bucket. At regular intervals, the bucket gets dumped out on to a table where the friendly vampier Count von Count counts them.

Modeling photon emission

File:PDF of MATLAB rand and randn functions