4 papers
SPARK-SAM: Self-Prompt Adaptation with Response Knowledge for SAM in Infrared Small Target Segmentation
Aji Mao, Zhenming Peng, Bailin Mu +1
Promptable segmentation models provide a reusable interface, but direct transfer to automatic infrared small-target segmentation (IRSTD) exposes a mismatch between spatial prompts…
STGBD-Net: Spatio-temporal Gradient Basis Decomposition Network for Infrared Small Target Detection
Chen Hu, Mingyu Zhou, Shuai Yuan +4
A key challenge in infrared small target detection (IRSTD) is that weak target signal responses are easily obscured by strong background clutter, frequently resulting in missed det…
DATransNet: Dynamic Attention Transformer Network for Infrared Small Target Detection
Chen Hu, Yian Huang, Kexuan Li +5
Infrared small target detection (ISTD) is widely used in civilian and military applications. However, ISTD encounters several challenges, including the tendency for small and dim t…
CSPENet: Contour-Aware and Saliency Priors Embedding Network for Infrared Small Target Detection
Jiakun Deng, Kexuan Li, Xingye Cui +4
Infrared small target detection (ISTD) plays a critical role in a wide range of civilian and military applications. Existing methods suffer from deficiencies in the localization of…