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Enhanced CNN-Based Small Target Detection in Sea Clutter With Controllable False Alarm

IEEE Sensors Journal, 2023
As targets floating on the sea surface get more invisible, it is becoming vital and challenging to effectively detect small targets from strong sea clutter.
Qizhe Qu   +5 more
semanticscholar   +1 more source

CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture

IEEE Geoscience and Remote Sensing Letters, 2023
Sea clutter has been a long-standing issue in old and modern radars. Under this context, the K-distribution has emerged as a promising clutter model to accurately mimic sea signal variations in a large variety of radar systems.
Diego da Silva de Medeiros   +4 more
semanticscholar   +1 more source

Target Detection in Sea Clutter via Contrastive Learning

IEEE Transactions on Instrumentation and Measurement, 2023
This article considers the target detection problem using limited labeled samples in the nonhomogeneous sea clutter environment and proposes an effective method of radar visual representations via contrastive learning and its application on target ...
Senlin Xia   +3 more
semanticscholar   +1 more source

An Empirical Model of Shape Parameter of Sea Clutter Based on X-Band Island-Based Radar Database

IEEE Geoscience and Remote Sensing Letters, 2023
Sea clutter modeling and parameter estimation/prediction are important basis of system design, performance assessment, and target detection of maritime radars.
Xiao-Yun Xia   +4 more
semanticscholar   +1 more source

Range-Ambiguous Sea Clutter Suppression for Multichannel Spaceborne Radar Applications Via Alternating APC Processing

IEEE Transactions on Aerospace and Electronic Systems, 2023
In this article, a novel range ambiguous cluter suppression method, i.e., alternating azitmuth phase coding (AAPC), based on azimuth phase coding (APC) is proposed, where the blind areas of target detection are solved.
Penghui Huang   +5 more
semanticscholar   +1 more source

Adaptive Persymmetric Detection for Radar Targets in Correlated CG-LN Sea Clutter

IEEE Transactions on Geoscience and Remote Sensing, 2023
This article deals with the detection problem of a moving point-like target in correlated non-Gaussian sea clutter, which is modeled by a compound Gaussian model with a lognormal-distributed texture and an unknown covariance matrix.
Jian Xue, Hongen Li, M. Pan, Jun Liu
semanticscholar   +1 more source

Sea Clutter Feature Prediction and Parameters Inversion Using Deep Learning Model

IEEE Transactions on Industrial Informatics, 2023
The characteristics of sea clutter in real marine environments in different sea areas play a vital role in military industry, such as radar detection, remote sensing, SAR imaging, and situational awareness.
Longxiang Linghu   +4 more
semanticscholar   +1 more source

Persymmetric Adaptive Radar Target Detection in CG-LN Sea Clutter Using Complex Parameter Suboptimum Tests

IEEE Transactions on Geoscience and Remote Sensing, 2023
In this article, we consider the detection problem of marine radar targets embedded in correlated non-Gaussian sea clutter, which is modeled by a compound Gaussian model with lognormal texture (CG-LN) and unknown covariance matrices.
Jian Xue, Zhen Fan, Shu-wen Xu, Jun Liu
semanticscholar   +1 more source

Chaotic dynamics of sea clutter

Chaos: An Interdisciplinary Journal of Nonlinear Science, 1997
The notion that a deterministic nonlinear dynamical system (with relatively few degrees of freedom) can display aperiodic behavior has a strong bearing on sea clutter characterization: random-looking sea clutter may be the outcome of a chaotic process. This new approach envisages deterministic rules for the underlying sea clutter dynamics, in contrast ...
Haykin, Simon, Puthusserypady, Sadasivan
openaire   +3 more sources

Sequence-Feature Detection of Small Targets in Sea Clutter Based on Bi-LSTM

IEEE Transactions on Geoscience and Remote Sensing, 2022
In the complex and changeable marine environment, it is difficult to achieve high-performance detection based on statistical theory for small sea surface detectors in practical applications.
Hao Wan   +3 more
semanticscholar   +1 more source

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