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 …

Miss detection vs. false alarm: Adversarial learning for small object segmentation in infrared images

H Wang, L Zhou, L Wang - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
A key challenge of infrared small object segmentation (ISOS) is to balance miss detection
(MD) and false alarm (FA). This usually needs" opposite" strategies to suppress the two …

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 via low-rank tensor completion with top-hat regularization

H Zhu, S Liu, L Deng, Y Li, F Xiao - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Infrared small target detection technology is one of the key technologies in the field of
computer vision. In recent years, several methods have been proposed for detecting small …

Infrared small-target detection based on multiple morphological profiles

M Zhao, L Li, W Li, R Tao, L Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Infrared small-target detection under heterogeneous background, as a challenging task,
plays an important role in many applications. In practice, there are not only bright targets but …

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 …

Infrared small target detection based on gradient correlation filtering and contrast measurement

X Zhang, J Ru, C Wu - IEEE Transactions on Geoscience and …, 2023 - ieeexplore.ieee.org
Infrared small target detection under complex backgrounds, especially in dense cloud and
changeable clutter scenes, has always been a challenging research task. In order to …

A new real-time detection and tracking method in videos for small target traffic signs

S Song, Y Li, Q Huang, G Li - Applied Sciences, 2021 - mdpi.com
Featured Application The proposed video object detection and recognition method has a
wide range of applications in self-driving vehicle scenarios, as well as intelligent …

An intelligent particle filter for infrared dim small target detection and tracking

M Tian, Z Chen, H Wang, L Liu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With consideration of low tracking accuracy and even losing target when the track-before-
detect method based on particle filter (PF-TBD) tracks infrared dim small target in the …

Infrared Moving Small Target Detection Based on Space–Time Combination in Complex Scenes

Y Wang, L Cao, K Su, D Dai, N Li, D Wu - Remote Sensing, 2023 - mdpi.com
In the infrared small target images with complex backgrounds, there exist various
interferences that share similar characteristics with the target (such as building edges). The …