3 papers
cs.CV2025
Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection
Mengxuan Xiao, Yinfei Zhu, Yiming Zhu +5
Infrared small target detection presents significant challenges due to the limited intrinsic features of the target and the overwhelming presence of visually similar background dis…
cs.CV2024
Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention
Yimian Dai, Peiwen Pan, Yulei Qian +4
Infrared small target detection faces the inherent challenge of precisely localizing dim targets amidst complex background clutter. Traditional approaches struggle to balance detec…
cs.CV2024
Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection
Fei Zhou, Maixia Fu, Yulei Qian +2
Infrared small target detection is crucial for the efficacy of infrared search and tracking systems. Current tensor decomposition methods emphasize representing small targets with…