RISTDnet: Robust infrared small target detection network

Q Hou, Z Wang, F Tan, Y Zhao… - IEEE Geoscience and …, 2021 - ieeexplore.ieee.org
The infrared (IR) small target detection algorithm with a high detection rate, low false alarm
rate, and high real-time performance has significant application value in the field of IR …

LW-IRSTNet: Lightweight infrared small target segmentation network and application deployment

R Kou, C Wang, Y Yu, Z Peng, M Yang… - … on Geoscience and …, 2023 - ieeexplore.ieee.org
Efficiently and accurately separating infrared (IR) small targets from complex backgrounds
presents a significant challenge. Numerous studies in the literature have proposed various …

Infrared dim and small target detection: A review

H Jinhui, W Yantao, P Zhenming, Z Qian… - Infrared and Laser …, 2022 - irla.cn
Infrared dim and small target detection systems can be installed into a wide range of
platforms, and has important practical value in the fields of infrared early warning, guidance …

[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 …

Infrared dim and small target detection from complex scenes via multi-frame spatial–temporal patch-tensor model

Y Hu, Y Ma, Z Pan, Y Liu - Remote Sensing, 2022 - mdpi.com
Infrared imaging plays an important role in space-based early warning and anti-missile
guidance due to its particular imaging mechanism. However, the signal-to-noise ratio of 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 …

Infrared small target detection based on gray intensity descent and local gradient watershed

L Wu, S Fang, Y Ma, F Fan, J Huang - Infrared Physics & Technology, 2022 - Elsevier
Robust infrared (IR) small target detection is an essential part of infrared search and tracking
systems. Existing IR target detection methods based on human visual system usually use …

A spatial–temporal block-matching patch-tensor model for infrared small moving target detection in complex scenes

A Aliha, Y Liu, Y Ma, Y Hu, Z Pan, G Zhou - Remote Sensing, 2023 - mdpi.com
Detecting infrared (IR) small moving targets in complex scenes quickly, accurately, and
robustly remains a challenging problem in the current research field. To address this issue …

Low-rank approximation and multiple sparse constraint modeling for infrared low-flying fixed-wing UAV detection

W Xue, J Qi, G Shao, Z Xiao, Y Zhang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Infrared dim small target detection is one of the important contents in the research of military
applications such as remote sensing intelligence reconnaissance, long-range precision …

Infrared small target detection using kernel low-rank approximation and regularization terms for constraints

F Yan, G Xu, Q Wu, J Wang, Z Li - Infrared Physics & Technology, 2022 - Elsevier
The robust detection of infrared (IR) small targets remains a challenging task. When targets
are submerged in heavy clutter or disturbed by strong edge, it is difficult to extract targets …