This cluster of papers focuses on the detection and tracking of small infrared targets, utilizing methods such as contrast measures, nonuniformity correction, visual attention, sparse representation, and background separation. The research aims to enhance the detectability of small targets in complex backgrounds and improve the accuracy of target acquisition in infrared imagery.