Image Registration using Matlab


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Image Registration using Matlab

            In this project, Image registration is the process of aligning two or more images of the same scene. And applying geometric transformations or local displacements to the other images so that it align with the reference. It involves integrating the images to create a composite view, improving the signal-to-noise ratio, and extracting information that would be impossible to obtain from a single image. Image registration is used in remote sensing, medical imaging, cartography, and other applications that rely on obtaining precise information from images—for example, discovering from satellite images how an area became flooded, or detecting tumors from MRI scans. Determining an effective image registration approach is situation-dependent, and can be a complex and time-consuming process. It requires careful selection of a point transformation model to provide reference points between the images, and a method for comparing information to identify the parameters required to properly align the images. 

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