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20212026
most citedAGPCNet: Attention-Guided Pyramid Context Networks for Infrared Small Target Detection

46 citations · 85 across the 7 of their papers we have counts for

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6 papers · 1 filter

cs.CV2026

SPARK-SAM: Learning How to Prompt and Respond for 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…

cs.CV2025

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…

cs.CV2025

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…

cs.CV2024★ 37 cited

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…

cs.CV2024★ 1 cited

SMPISD-MTPNet: Scene Semantic Prior-Assisted Infrared Ship Detection Using Multi-Task Perception Networks

Chen Hu, Xiaogang Dong, Yian Huang Lele Wang +3

Infrared ship detection (IRSD) has received increasing attention in recent years due to the robustness of infrared images to adverse weather. However, a large number of false alarm…

cs.CV2021★ 46 cited

AGPCNet: Attention-Guided Pyramid Context Networks for Infrared Small Target Detection

Tianfang Zhang, Siying Cao, Tian Pu +1

Infrared small target detection is an important problem in many fields such as earth observation, military reconnaissance, disaster relief, and has received widespread attention re…