Open-Source Dataset

This study presents an open dataset for single-frame infrared small target detection and introduces an asymmetric contextual modulation module. This module utilizes a top-down global contextual feedback and a point-wise channel attention-based bottom-up modulation pathway to enhance the detection of infrared small targets.