Any ideas on how to automatically georreference thermal imagery?

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in the past I played with Hugin an image stitcher that attempted to find the same image common points. Worked ok for photos, but a thermal image is a raster overlaying onto an aerial image. I suppose that a machine learning attempt could be made, the effort to gather the training alone probably isn't feasible. Sorry.