OpenCV #004 Common Types of Noise Master Data Science

Highlights: We will give an overview of the most common types of noise that is present in images. We will show how we can generate these types of noise and add them to clean images. Then, we will show how we can filter these images using a simple median filter. In this post, we will assume that we "know" how the noise looks like in our experiments and then it will be easier for us to find an optimal way how to remove that noise. Different kind of imaging systems might give us different noise.