Dense nested attention network for infrared small target detection

B Li, C Xiao, L Wang, Y Wang, Z Lin… - … on Image Processing, 2022 - ieeexplore.ieee.org
Single-frame infrared small target (SIRST) detection aims at separating small targets from
clutter backgrounds. With the advances of deep learning, CNN-based methods have yielded …

Single-frame infrared small-target detection: A survey

M Zhao, W Li, L Li, J Hu, P Ma… - IEEE Geoscience and …, 2022 - ieeexplore.ieee.org
Compared with radar and visible light imaging, infrared imaging has its own unique
advantages, and in recent years, it has become a topic of intense research interest. Robust …

Mapping 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 …

MTU-Net: Multilevel TransUNet for space-based infrared tiny ship detection

T Wu, B Li, Y Luo, Y Wang, C Xiao, T Liu… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Space-based infrared tiny ship detection aims at separating tiny ships from the images
captured by Earth-orbiting satellites. Due to the extremely large image coverage area (eg …

AFFPN: Attention fusion feature pyramid network for small infrared target detection

Z Zuo, X Tong, J Wei, S Su, P Wu, R Guo, B Sun - Remote Sensing, 2022 - mdpi.com
The detection of small infrared targets lacking texture and shape information in the presence
of complex background clutter is a challenge that has attracted considerable research …

Nonconvex tensor low-rank approximation for infrared small target detection

T Liu, J Yang, B Li, C Xiao, Y Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Infrared small target detection is an important fundamental task in the infrared system.
Therefore, many infrared small target detection methods have been proposed, in which the …

Infrared small target tracking algorithm via segmentation network and multistrategy fusion

R Kou, C Wang, Y Yu, Z Peng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To solve the problem of infrared (IR) small target tracking loss or error caused by factors
such as scale changes, motion blur, and occlusion, this article proposes a multistrategy …

EAAU-Net: Enhanced asymmetric attention U-Net for infrared small target detection

X Tong, B Sun, J Wei, Z Zuo, S Su - Remote Sensing, 2021 - mdpi.com
Detecting infrared small targets lacking texture and shape information in cluttered
environments is extremely challenging. With the development of deep learning …

Infrared small and dim target detection with transformer under complex backgrounds

F Liu, C Gao, F Chen, D Meng, W Zuo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The infrared small and dim (S&D) target detection is one of the key techniques in the infrared
search and tracking system. Since the local regions similar to infrared S&D targets spread …