2 papers
cs.CV2026
Seeing Through the Noise: Improving Infrared Small Target Detection and Segmentation from Noise Suppression Perspective
Maoxun Yuan, Duanni Meng, Ziteng Xi +4
Infrared small target detection and segmentation (IRSTDS) is a critical yet challenging task in defense and civilian applications, owing to the dim, shapeless appearance of targets…
cs.CV2026
Breaking Self-Attention Failure: Rethinking Query Initialization for Infrared Small Target Detection
Yuteng Liu, Duanni Meng, Yimian Dai +3
Infrared small target detection (IRSTD) faces significant challenges due to low signal-to-noise ratios, extremely small target sizes, and complex cluttered backgrounds. Although DE…