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hi everyone in this video weamp;#39;re going to be talking about image alignment which is also referred to as image registration image alignment is used in many applications such as building panoramic images from multiple photos or constructing hdr photos from multiple images taken at different exposures itamp;#39;s also used in the medical field for comparing digital scans to highlight small changes between images so in this particular example weamp;#39;re going to introduce the topic by showing how we can perform document alignment the image on the left here is an image of a form thatamp;#39;s been printed out and filled up by hand and placed on a table and the goal here is to transform that image to an image on the right that would align with the original template of the form and therefore make optical character recognition of this form a much easier task so thatamp;#39;s a preview of what weamp;#39;re going to talk about so first letamp;#39;s scroll down here a littl