Feature selection and weighted SVM classifier-based ship detection in PolSAR imagery

X Xing, K Ji, H Zou, J Sun - International Journal of Remote …, 2013 - Taylor & Francis
Target decomposition is an important method for ship detection in polarimetric synthetic
aperture radar (SAR) imagery. Parameters such as the polarization entropy and alpha angle …

An automatic ship detection method for PolSAR data based on K-Wishart distribution

W Fan, F Zhou, M Tao, X Bai, X Shi… - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
For polarimetric synthetic aperture radar (PolSAR) data, abundant structure and textural
information significantly enhance the ability of ship detection. This paper presents an …

[HTML][HTML] PolSAR ship detection with optimal polarimetric rotation domain features and SVM

H Li, X Cui, S Chen - Remote Sensing, 2021 - mdpi.com
Polarimetric synthetic aperture radar (PolSAR) can obtain fully polarimetric information,
which provides chances to better understand target scattering mechanisms. Ship detection …

Ship detection method based on scattering contribution for PolSAR image

X Pan, Z Wu, L Yang, Z Huang - IEEE Geoscience and Remote …, 2021 - ieeexplore.ieee.org
Due to the differentiation of polarimetric scattering mechanisms between ships and sea
surface, designing the ship detection method in polarimetric synthetic aperture radar …

Ship detection using weighted SVM and M-CHI decomposition in compact polarimetric SAR imagery

K Ji, X Leng, H Wang, S Zhou… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper proposes a ship detection method based on weighted support vector machines
(SVM) and m-χ decomposition in compact polarimetric (CP) synthetic aperture radar (SAR) …

Ship detection from PolSAR imagery using the complete polarimetric covariance difference matrix

T Zhang, J Ji, X Li, W Yu, H Xiong - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we proposed a complete polarimetric covariance difference matrix []-based
algorithm for ship detection in polarimetric synthetic aperture radar (PolSAR) imagery. To …

A PolSAR ship detector based on a multi-polarimetric-feature combination using visual attention

C Wang, Z Wang, H Zhang, B Zhang… - International journal of …, 2014 - Taylor & Francis
Ship detection can be significantly improved by using polarimetric synthetic aperture radar
(PolSAR) imaging. In this article, we propose a PolSAR ship detection method based on the …

Ship detection using PolSAR images based on simulated annealing by fuzzy matching

B Zou, Y Qiu, L Zhang - IEEE Geoscience and Remote Sensing …, 2021 - ieeexplore.ieee.org
Ship detection using polarimetric synthetic aperture radar (PolSAR) images is a major area
of interest within the field of target detection. It is because the polarimetric information in …

PolSAR ship detection using the joint polarimetric information

T Zhang, Z Yang, H Gan, D Xiang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this article, we investigate the scattering components of ships and find that the surface
scattering may be the primary scattering for some ships, especially small ships. Meanwhile …

PolSAR ship detection based on polarimetric correlation pattern

XC Cui, CS Tao, Y Su, SW Chen - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
For polarimetric synthetic aperture radar (PolSAR) data, the correlation of two polarization
channels is sensitive to the target orientation relative to the sensor's illumination direction. In …