 The proposed method is able to detect infrared small targets in real time while maintaining excellent performance. It achieves this by combining a robust tensor model with a new local prior map and a fast tensor decomposition algorithm. The result is a more efficient and effective approach than existing methods. This article was authored by Landon Zhang and Jin Mingpeng.