With interactive registration, the user can evaluate the registration accuracy and refine the result interactively. Landmark detection and correspondence are achieved interactively with limited help from the user. For instance, the user selects corresponding landmarks in the images with the mouse and asks the computer to refine the correspondences via template matching. The user then reviews the refined correspondences, and removes the inaccurate ones. After finding a transformation function from the correspondences and superimposing the images, if the registration is not sufficiently accurate, further landmarks are selected and the process is repeated until desired registration accuracy is reached. Normally, sufficient accuracy can be reached within a few iterations.
An example of interactive image registration is given below. The top row depicts two images of a terrain scene from up close. Initially, the user may select a few corresponding landmarks in the images with the mouse (second row) and register the images as depicted in the third row. The user can further select corresponding landmarks in areas that are believed to be inaccurate (fourth row) and repeat the process to improve the registration (bottom row).
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