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 …

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 …

A novel pattern for infrared small target detection with generative adversarial network

B Zhao, C Wang, Q Fu, Z Han - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Since existing detectors are often sensitive to the complex background, a novel detection
pattern based on generative adversarial network (GAN) is proposed to focus on the …

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 …

Infrared small target detection based on facet kernel and random walker

Y Qin, L Bruzzone, C Gao, B Li - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Efficient detection of targets immersed in a complex background with a low signal-to-clutter
ratio (SCR) is very important in infrared search and tracking (IRST) applications. In this …

TSASNet: Tooth segmentation on dental panoramic X-ray images by Two-Stage Attention Segmentation Network

Y Zhao, P Li, C Gao, Y Liu, Q Chen, F Yang… - Knowledge-Based …, 2020 - Elsevier
Tooth segmentation acts as a crucial and fundamental role in dentistry for doctors to make
diagnosis and treatment plans. In this paper, we propose a Two-Stage Attention …

Infrared small target detection via self-regularized weighted sparse model

T Zhang, Z Peng, H Wu, Y He, C Li, C Yang - Neurocomputing, 2021 - Elsevier
Infrared search and track (IRST) system is widely used in many fields, however, it's still a
challenging task to detect infrared small targets in complex background. This paper …

Tnlrs: Target-aware non-local low-rank modeling with saliency filtering regularization for infrared small target detection

H Zhu, H Ni, S Liu, G Xu, L Deng - IEEE Transactions on Image …, 2020 - ieeexplore.ieee.org
Recently, infrared small target detection problem has attracted substantial attention. Many
works based on local low-rank model have been proven to be very successful for enhancing …

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 via adaptive M-estimator ring top-hat transformation

L Deng, J Zhang, G Xu, H Zhu - Pattern Recognition, 2021 - Elsevier
Top-Hat transformation is an essential technology in the field of infrared small target
detection. Many modified Top-Hat transformation methods have been proposed based on …