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Now lets take a look at the problem of template matching. So imagine youre given a little template, small little pattern or image of an object, and you want to find this template exactly the way it looks in a larger image. So this is done using a technique called correlation. Lets take a look at how that works. So here is, once again, the problem. Lets say that this is the image thats given to you, and this is the template. You want to find this pattern in this image. How do we locate it? So one way you would do this is essentially slide the template over the image. And at each point, you can find the difference between the template and the image in the overlapping region. And you can come up with a metric for that difference. And wherever that difference is really small, youre going to say you found the template. So how do we formalize this? We can say what we want to do is to find and minimize the difference between the template and the image. So you take the difference between