Infrared small target detection based on adjustable sensitivity strategy and multi-scale fusion
Recently, deep learning-based single-frame infrared small target (SIRST) detection
technology has made significant progress. However, existing infrared small target detection …
technology has made significant progress. However, existing infrared small target detection …
LR-Net: a lightweight and robust network for infrared small target detection
Limited by equipment limitations and the lack of target intrinsic features, existing infrared
small target detection methods have difficulty meeting actual comprehensive performance …
small target detection methods have difficulty meeting actual comprehensive performance …
Refined infrared small target detection scheme with single-point supervision
Recently, infrared small target detection with single-point supervision has attracted
extensive attention. However, the detection accuracy of existing methods has difficulty …
extensive attention. However, the detection accuracy of existing methods has difficulty …
Multi-branch Mutual-guiding Learning for Infrared Small Target Detection
Q Li, W Zhang, W Lu, Q Wang - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
At present, many infrared target detection approaches focus on designing modules that
address the two key characteristics of targets: their weak signals and small size. However …
address the two key characteristics of targets: their weak signals and small size. However …
Paying more attention to local contrast: improving infrared small target detection performance via prior knowledge
P Wang, J Wang, Y Chen, R Zhang, Y Li… - arXiv preprint arXiv …, 2024 - arxiv.org
The data-driven method for infrared small target detection (IRSTD) has achieved promising
results. However, due to the small scale of infrared small target datasets and the limited …
results. However, due to the small scale of infrared small target datasets and the limited …
From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision
Recently, single-frame infrared small target (SIRST) detection with single point supervision
has drawn wide-spread attention. However, the latest label evolution with single point …
has drawn wide-spread attention. However, the latest label evolution with single point …