What is the use of preprocessing of an image?

3 views (last 30 days)
1. What is the use of preprocessing of an image?

Accepted Answer

Youssef  Khmou
Youssef Khmou on 5 Feb 2013
pre-processing of an image means "preparation" of the sample/image to introduce it to an algorithm for specified task : tracking targets , recognition, feature extraction, etc .
An example, for pattern recognition : you have set of images for testing/recognition process (like face recognition) : the preprocessing is the size adjusting of the considered image, luminance normalization, statistical normalization ( all the samples having mean 0 and variance 1 ), filtering noise with specified filter ( Gaussian kernel, median, Kalman filter, low-pass filter ....), conversion to certain class, etc
In some cases, some algorithms may be used for " preprocessing" like the PCA ( Principal Component analysis) to reduce the samples' dimensions.

More Answers (0)

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!