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What are the features of an image?

Asked by Sivakumaran Chandrasekaran

Sivakumaran Chandrasekaran

on 19 Sep 2012
Accepted Answer by Walter Roberson

Walter Roberson

I need to find the features of the given input image and i need to find the matrices present in the image. Then i need to apply neural network to it. How to do it?

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Sivakumaran Chandrasekaran

Sivakumaran Chandrasekaran

2 Answers

Answer by Walter Roberson

Walter Roberson

on 20 Sep 2012
Accepted answer

Basically, anything you can compute using the information in the image qualifies as a "feature" of the image. Average brightness? It's a feature. Third moment of the Knight's Tour of the image? It's a feature. MD-5 hash of the four corner pixels? It's a feature.

How many features does an image have? Answer: an infinite number.

How many useful features does an image have? No-one knows, and the number is "unknowable" at this time. Quite possibly infinite.

Which features should you use for your purposes? You need to experiment. I would not advise looking for the "best" set of features, by the way: a better feature set is likely to be found within a few hundred years at most.

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Walter Roberson

Walter Roberson

Answer by Image Analyst

Image Analyst

on 19 Sep 2012

You'd have to use image processing. So that answers the first question.

For the second question, I don't use neural networks so I can't answer that question with as much authority, but I guess you'd use the Neural Network Toolbox to create a neural network, and send your image into it.

1 Comment

Thanks Image Analyst !!

Image Analyst

Image Analyst

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