CRIM-FCHO: SAR image two-stage segmentation with multifeature ensemble

H Yu, L Jiao, F Liu - IEEE Transactions on Geoscience and …, 2015 - ieeexplore.ieee.org
This paper investigates the synthetic aperture radar (SAR) image segmentation in terms of
feature analysis and fusion and develops a new algorithm based on multifeature ensemble …

Context-based hierarchical unequal merging for SAR image segmentation

H Yu, X Zhang, S Wang, B Hou - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper presents an image segmentation method named Context-based Hierarchical
Unequal Merging for Synthetic aperture radar (SAR) Image Segmentation (CHUMSIS) …

Region-merging method with texture pattern attention for SAR image segmentation

S Fan, Y Sun, P Shui - IEEE Geoscience and Remote Sensing …, 2020 - ieeexplore.ieee.org
This letter proposes a region-merging-based method for synthetic aperture radar (SAR)
image segmentation, where the merging cost is a fusion of texture pattern similarity measure …

Fast pixel-superpixel region merging for SAR image segmentation

D Xiang, F Zhang, W Zhang, T Tang… - … on Geoscience and …, 2020 - ieeexplore.ieee.org
In this article, we propose a fast superpixel region merging algorithm for synthetic aperture
radar (SAR) image segmentation. With our previously proposed adaptive superpixel …

SAR image segmentation via hierarchical region merging and edge evolving with generalized gamma distribution

X Qin, S Zhou, H Zou - IEEE Geoscience and Remote Sensing …, 2014 - ieeexplore.ieee.org
This letter proposes a novel segmentation algorithm for synthetic aperture radar (SAR)
images based on hierarchical region merging and edge evolving. To cope with the influence …

MPM SAR image segmentation using feature extraction and context model

B Hou, X Zhang, N Li - IEEE Geoscience and Remote Sensing …, 2012 - ieeexplore.ieee.org
A new synthetic aperture radar (SAR) image segmentation method based on a maximization
of posterior marginals (MPM) algorithm with feature extraction and context model is …

Two-stage SAR image segmentation framework with an efficient union filter and multi-objective kernel clustering

D Yang, R Fei, J Yao, M Gong - Applied Soft Computing, 2016 - Elsevier
This paper presents a novel two-stage image segmentation framework by artificial immune
system (AIS) thereof to partition synthetic aperture radar (SAR) images. The following three …

An improved fuzzy region competition-based framework for the multiphase segmentation of SAR images

S Luo, K Sarabandi, L Tong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The objective of this article is to investigate a multiphase segmentation framework for
synthetic aperture radar (SAR) images, which is proposed based on the idea of the fuzzy …

SAR image segmentation based on Fisher vector superpixel generation and label revision

R Shang, J Chen, J Feng, Y Li, L Jiao… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
This article addresses the problem of superpixel-bases segmentation of synthetic aperture
radar (SAR) images. Most superpixel segmentation methods have difficulties in segmenting …

Fast Superpixel-based clustering algorithm for SAR image segmentation

W Jing, T Jin, D Xiang - IEEE Geoscience and Remote Sensing …, 2021 - ieeexplore.ieee.org
In this letter, we propose a fast superpixel-based clustering algorithm (FSC) for synthetic
aperture radar (SAR) image segmentation. First, the SAR image is over-segmented into …