What is Feature Extraction in Image Processing?

In real life, all the data we collect is huge. A process is required to understand this data. Manual processing is not possible. Feature extraction is part of the dimensionality reduction process, where the initial set of raw data is split and reduced into more manageable groups. Therefore, it will be easier to handle.