Infrared small target segmentation networks: A survey

R Kou, C Wang, Z Peng, Z Zhao, Y Chen, J Han… - Pattern Recognition, 2023 - Elsevier
Fast and robust small target detection is one of the key technologies in the infrared (IR)
search and tracking systems. With the development of deep learning, there are many data …

SSTNet: Sliced spatio-temporal network with cross-slice ConvLSTM for moving infrared dim-small target detection

S Chen, L Ji, J Zhu, M Ye, X Yao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Infrared dim-small target detection, as an important branch of object detection, has been
attracting research attention in recent decades. Its challenges mainly lie in the small target …

BSC-Net: Background Suppression Algorithm for Stray Lights in Star Images

Y Li, Z Niu, Q Sun, H Xiao, H Li - Remote Sensing, 2022 - mdpi.com
Most background suppression algorithms are weakly robust due to the complexity and
fluctuation of the star image's background. In this paper, a background suppression …

TMP: Temporal Motion Perception with spatial auxiliary enhancement for moving Infrared dim-small target detection

S Zhu, L Ji, J Zhu, S Chen, W Duan - Expert Systems with Applications, 2024 - Elsevier
Infrared dim and small target detection has significant research value and application
prospects in both military affairs and civil safety scenes. This topic presents substantial …

MUSAK: a multi-scale space kinematic method for drone detection

S Liu, G Li, Y Zhan, P Gao - Remote Sensing, 2022 - mdpi.com
Accurate and robust drone detection is an important and challenging task. However, on this
issue, previous research, whether based on appearance or motion features, has not yet …

Towards Dense Moving Infrared Small Target Detection: New Datasets and Baseline

S Chen, L Ji, S Zhu, M Ye, H Ren… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As an important research branch of infrared small target detection, dense target detection
(eg, drone swarm detection) has always been a topic worth exploring. Currently, existing …

[HTML][HTML] Anisotropic Filtering Based on the WY Distribution and Multiscale Energy Concentration Accumulation Method for Dim and Small Target Enhancement

Y Wang, N Pan, P Jiang - Remote Sensing, 2024 - mdpi.com
In ground-based infrared optical remote sensing systems, the target signal is very weak due
to the dynamic strong light background and the movement of dim and small targets. To …

Deformable Feature Alignment and Refinement for Moving Infrared Dim-small Target Detection

D Luo, Y Xiang, H Wang, L Ji, S Li, M Ye - arXiv preprint arXiv:2407.07289, 2024 - arxiv.org
The detection of moving infrared dim-small targets has been a challenging and prevalent
research topic. The current state-of-the-art methods are mainly based on ConvLSTM to …

FATCNet: Feature Adaptive Transformer and CNN for Infrared Small Target Detection

J Yang, S Deng, F Zhang, A Pan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Infrared small target detection (IRSTD) is the process of separating targets from complex and
blurry backgrounds, with wide applications in rescue, maritime guidance, and other fields …

Dim and Small Target Detection Based on Spiral Gradient Optimization Estimation and High-Order Correlation Enhancement

X Fan, L Min, J Li, H Guo, L Feng, Z Xu - IEEE Access, 2022 - ieeexplore.ieee.org
In order to reduce the influence of strong halo effect on dim small target detection in daytime,
a dim small target detection algorithm based on spiral gradient optimization estimation and …