I am extracting the features like mean,varia​nce,kurtos​is,etc for images in a database.Here after extracting the features for an single whether normalization has to be done or after extracting the features for all the images normalization has to done

1 次查看(过去 30 天)
I am extracting the features from the database images.

回答(1 个)

Image Analyst
Image Analyst 2015-10-26
If you are doing automated classification, it's recommended you normalize your feature numbers. Let's say you have two feature classes that have values around 1 and 3, and another feature class that has values around a million. If you do automated classification, it might think that there are only two classes because the first two are so close together that they look like a single class when comparing it to a class that has values of a million. But if you can normalize them all so that they all have values around 0-1, then it will probably recognize that there are 3 distinct classes.

类别

Help CenterFile Exchange 中查找有关 Statistics and Machine Learning Toolbox 的更多信息

标签

Community Treasure Hunt

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

Start Hunting!

Translated by