On 2012-05-18, at 9:45 PM, [email protected] wrote:

> 
> Here is sample problem:
> I have cropped part from original image: http://i.imgur.com/nYYNf.png that is 
> part from original image: http://i.imgur.com/j2Lhb.png
> Problem is, given the cropped part, find if it matches provided arbitrary 
> image while resolution may not be same

Look into SIFT features (patented, so be careful about commercial use) and 
other gradient histogram based keypoint descriptors. You don't actually need 
machine learning for this, a SIFT extractor and some sort of nearest neighbour 
lookup data structure will do. You might use PCA or something to reduce the 
dimensionality of the nearest neighbour problem, though.

David


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