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 …

Infrared small target detection based on partial sum of the tensor nuclear norm

L Zhang, Z Peng - Remote Sensing, 2019 - mdpi.com
Excellent performance, real time and strong robustness are three vital requirements for
infrared small target detection. Unfortunately, many current state-of-the-art methods merely …

Infrared Small Target Detection via Non-Convex Rank Approximation Minimization Joint l2,1 Norm

L Zhang, L Peng, T Zhang, S Cao, Z Peng - Remote Sensing, 2018 - mdpi.com
To improve the detection ability of infrared small targets in complex backgrounds, a novel
method based on non-convex rank approximation minimization joint l 2, 1 norm (NRAM) was …

Infrared dim and small target detection via multiple subspace learning and spatial-temporal patch-tensor model

Y Sun, J Yang, W An - IEEE Transactions on Geoscience and …, 2020 - ieeexplore.ieee.org
Robust detection of infrared small and dim targets with highly heterogeneous backgrounds
plays an indispensable role in infrared search and tracking (IRST) system, which is still a …

Nonconvex tensor low-rank approximation for infrared small target detection

T Liu, J Yang, B Li, C **ao, 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 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 …

Robust infrared small target detection via multidirectional derivative-based weighted contrast measure

R Lu, X Yang, W Li, J Fan, D Li… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
Infrared (IR) small target detection in complex backgrounds is one of the key technologies in
IR search and tracking applications. Although significant progress has been made over the …

Infrared small target detection based on partial sum minimization and total variation

SS Rawat, S Alghamdi, G Kumar, Y Alotaibi, OI Khalaf… - Mathematics, 2022 - mdpi.com
In the advanced applications, based on infrared detection systems, the precise detection of
small targets has become a tough work today. This becomes even more difficult when the …

Infrared small target detection via non-convex tensor rank surrogate joint local contrast energy

X Guan, L Zhang, S Huang, Z Peng - Remote Sensing, 2020 - mdpi.com
Small target detection is a crucial technique that restricts the performance of many infrared
imaging systems. In this paper, a novel detection model of infrared small target via non …

Facet derivative-based multidirectional edge awareness and spatial–temporal tensor model for infrared small target detection

D Pang, T Shan, W Li, P Ma, R Tao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Infrared (IR) small target detection in the complex background is an important but
challenging research hotspot in the field of target detection. The existing methods usually …