How to compare 2 different size binary images?

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I need to find traffic sign in an image. I segmented the image suuccessfully, so now I got cropped binary image of the sign:
How can I check whether the sign exist in the image or not?
I tried using xcorr2, but I get better correlation comparing wrong sign.
Thanks in advance, Matanya.

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Image Analyst
Image Analyst 2014-7-22
Sounds like a job for SIFT or SURF (in the Computer Vision System Toolbox).
See sections 15 and 22 here for papers on the topic:
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Matanya
Matanya 2014-7-22
Thanks for your quick reply!
Oh right, I forgot to mention that i tried using the built-in functions of surf and fast etc... but for the most of the pictures it won't find any matching features. I now tried againg, and somehow (probably there was some mistake previously) it worked like a chram.
Thanks!

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