Small aerial target detection for airborne infrared detection systems using LightGBM and trajectory constraints

X Sun, L Guo, W Zhang, Z Wang… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
Factors, such as rapid relative motion, clutter background, etc., make robust small aerial
target detection for airborne infrared detection systems a challenge. Existing methods are …

Multiframe detection of sea-surface small target using deep convolutional neural network

L Wen, J Ding, Z Xu - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
Sea-surface small target detection is challenging for maritime radar. Unfortunately,
conventional detection methods are often limited to complex marine environment and low …

Radar multiframe detection in a complicated multitarget environment

W Li, W Yi, KC Teh, L Kong - IEEE Transactions on Geoscience …, 2023 - ieeexplore.ieee.org
In this article, we develop a multiframe detection architecture relying on the generalized
likelihood ratio test (GLRT) to address complicated multitarget detection and tracking in …

Robust infrared small target detection using multiscale gray and variance difference measures

J Gao, Y Guo, Z Lin, W An, J Li - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
As a long-standing problem, infrared small target detection is challenging due to the
dimness of targets and the complexity of background. Considering the limitation of traditional …

Adaptive multiframe detection algorithm with range-Doppler-azimuth measurements

W Li, W Yi, KC Teh, L Kong - IEEE Transactions on Geoscience …, 2022 - ieeexplore.ieee.org
The multiframe detection (MFD) with range-Doppler-azimuth measurements has been
shown to be significant in detecting and tracking weak targets in active radar and sonar …

[HTML][HTML] Robust Infrared Small Target Detection via Jointly Sparse Constraint of l1/2-Metric and Dual-Graph Regularization

F Zhou, Y Wu, Y Dai, K Ni - Remote Sensing, 2020 - mdpi.com
Small target detection is a critical step in remotely infrared searching and guiding
applications. However, previously proposed algorithms would exhibit performance …

[HTML][HTML] Thermal infrared small ship detection in sea clutter based on morphological reconstruction and multi-feature analysis

Y Li, Z Li, Y Zhu, B Li, W **ong, Y Huang - Applied Sciences, 2019 - mdpi.com
The existing thermal infrared (TIR) ship detection methods may suffer serious performance
degradation in the situation of heavy sea clutter. To cope with this problem, a novel ship …

Infrared small marine target detection based on spatiotemporal dynamics analysis

C Dang, Z Li, C Hao, Q **ao - Remote Sensing, 2023 - mdpi.com
It is a big challenge to detect and track small infrared marine targets in non-stationary and
time-varying sea clutter because the signal is too strong to be estimated. Based on the …

Polarization orientation method based on remote sensing image in cloudy weather

J Luo, S Zhou, Y Li, Y Pang, Z Wang, Y Lu, H Wang… - Remote Sensing, 2023 - mdpi.com
Autonomous navigation technology is a core technology for intelligent operation, allowing
the vehicles to perform tasks without relying on external information, which effectively …

Graph-regularized laplace approximation for detecting small infrared target against complex backgrounds

F Zhou, Y Wu, Y Dai, P Wang, K Ni - IEEE Access, 2019 - ieeexplore.ieee.org
Against complex background containing the tiny target, high-performance infrared small
target detection is always treated as a difficult task. Many low-rank recovery-based methods …