UIU-Net: U-Net in U-Net for infrared small object detection

X Wu, D Hong, J Chanussot - IEEE Transactions on Image …, 2022 - ieeexplore.ieee.org
Learning-based infrared small object detection methods currently rely heavily on the
classification backbone network. This tends to result in tiny object loss and feature …

ISNet: Shape matters for infrared small target detection

M Zhang, R Zhang, Y Yang, H Bai… - Proceedings of the …, 2022 - openaccess.thecvf.com
Infrared small target detection (IRSTD) refers to extracting small and dim targets from blurred
backgrounds, which has a wide range of applications such as traffic management and …

Review on recent development in infrared small target detection algorithms

SS Rawat, SK Verma, Y Kumar - Procedia Computer Science, 2020 - Elsevier
Over the last decade, many algorithms have been presented on an infrared target detection
problem. This paper reviews the recent approaches in infrared small target detection …

Dense nested attention network for infrared small target detection

B Li, C **_Degeneration_Meets_Label_Evolution_Learning_Infrared_Small_Target_Detection_CVPR_2023_paper.pdf" data-clk="hl=de&sa=T&oi=gga&ct=gga&cd=8&d=8761671220256160699&ei=Sb2nZ96_JNO96rQPzr6WwQQ" data-clk-atid="u7shso21l3kJ" target="_blank">[PDF] thecvf.com

Map** degeneration meets label evolution: Learning infrared small target detection with single point supervision

X Ying, L Liu, Y Wang, R Li, N Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Training a convolutional neural network (CNN) to detect infrared small targets in a fully
supervised manner has gained remarkable research interests in recent years, but is highly …

MSAFFNet: A multiscale label-supervised attention feature fusion network for infrared small target detection

X Tong, S Su, P Wu, R Guo, J Wei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The detection of small infrared targets with low signal-to-noise ratios (SNRs) and contrasts in
noisy and cluttered backgrounds is challenging and therefore a domain of active research …