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Dear Fellow Scholars, this is Two Minute Papers with Kroly Zsolnai-Fehr. Were currently more than 130 episodes into the series, and we still havent talked about this algorithm. How could we go on for so long without PatchMatch? So, lets do this right now! Youll love this one. This technique helps us to make absolutely crazy modifications to previously existing photographs and it is one of the landmark papers for all kinds of photo manipulation which is still widely used to this day. Consider the following workflow: we have this image as an input. Lets mark the roofline for hole filling, or image inpainting as the literature refers to it. And the hole is now filled with quite sensible information. Now we mark some of the pillars to reshape the object. And then, we pull the roof upward. The output is a completely redesigned version of the input photograph. Wow, absolutely incredible. And the whole thing happens interactively, almost in real time, but if we consider the hardware i