During my 25 years in the image processing software field, one algorithm has appeared over and over again. It has surfaced in obvious places, but also in projects and tasks where you wouldn’t have thought of in the first place.
If I would be asked the question…
What is the single most important algorithm in image processing?
… I certainly would have an easy answer.