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 …

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 detection using spatiotemporal 4-D tensor train and ring unfolding

F Wu, H Yu, A Liu, J Luo, Z Peng - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Infrared small target detection (ISTD) is vital for civil and military applications. However,
existing methods often face challenges in coping with complex scenes, discriminating …

Infrared small target detection via nonconvex tensor tucker decomposition with factor prior

T Liu, J Yang, B Li, Y Wang, W An - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Infrared small target detection in complex scenes is an important but challenging research
hotspot in infrared early warning fields. Previous studies have proved that low-rank Tucker …

Infrared small target detection using nonoverlapping patch spatial–temporal tensor factorization with capped nuclear norm regularization

G Wang, B Tao, X Kong, Z Peng - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Infrared target detection technology is indispensable in precision guidance and infrared
warning systems. It faces grant challenges under complex scenes, such as poor robustness …

Robust and fast infrared small target detection based on pareto frontier optimization

L Xu, Y Wei, H Zhang, S Shang - Infrared Physics & Technology, 2022 - Elsevier
Infrared small target detection is a challenging task due to the small target size and complex
background clusters. The matrix factorization-based algorithms can work well in addressing …

IMNN-LWEC: A novel infrared small target detection based on spatial–temporal tensor model

Y Luo, X Li, S Chen, C Xia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Despite that many state-of-the-art methods have been proposed for infrared (IR) small target
detection, target detectability (TD) and background suppressibility (BS) cannot be …

Spatial-temporal tensor ring norm regularization for infrared small target detection

H Yi, C Yang, R Qie, J Liao, F Wu… - IEEE Geoscience and …, 2023 - ieeexplore.ieee.org
Infrared small target detection (ISTD) technique is widely used in infrared searching and
tracking (IRST) and military surveillance. Existing detection methods must sufficiently …

A novel spatiotemporal saliency method for low-altitude slow small infrared target detection

D Pang, T Shan, P Ma, W Li, S Liu… - IEEE geoscience and …, 2021 - ieeexplore.ieee.org
The effective monitoring of low-altitude slow small (LSS) targets represented by unmanned
aerial vehicle (UAV) is a great challenge in the field of security in recent years. Most of the …

[PDF][PDF] 基于低秩稀疏分解的红外弱小目标检测算法研究进展

罗俊海, 余杭 - Laser & Optoelectronics Progress, 2023 - researching.cn
摘要红外探测系统具有隐蔽性好, 抗干扰能力强等特点, 广泛应用于军事和民用领域,
红外弱小目标的检测是红外探测系统中的重要组成部分, 已成为了当前的研究热点. 近年来 …