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cs.CV2025
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.CV2025
DRPCA-Net: Make Robust PCA Great Again for Infrared Small Target Detection
Zihao Xiong, Fei Zhou, Fengyi Wu +5
Infrared small target detection plays a vital role in remote sensing, industrial monitoring, and various civilian applications. Despite recent progress powered by deep learning, ma…
cs.CV2025
AuxDet: Auxiliary Metadata Matters for Omni-Domain Infrared Small Target Detection
Yangting Shi, Yinfei Zhu, Renjie He +4
Omni-domain infrared small target detection (Omni-IRSTD) poses formidable challenges, as a single model must seamlessly adapt to diverse imaging systems, varying resolutions, and m…