We propose an approach to detect flying objects such as UAVs and aircrafts when they occupy a small portion of the field of view, possibly moving against complex backgrounds, and are filmed by a camera that itself moves. Detecting a small drone against a complex moving background. (Left) It is almost invisible to the human eye and hard to detect from a single image. (Right) Yet, our algorithm can
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