NL-SAR: A unified nonlocal framework for resolution-preserving (Pol)(In) SAR denoising
Speckle noise is an inherent problem in coherent imaging systems such as synthetic
aperture radar. It creates strong intensity fluctuations and hampers the analysis of images …
aperture radar. It creates strong intensity fluctuations and hampers the analysis of images …
SAR2SAR: A semi-supervised despeckling algorithm for SAR images
Speckle reduction is a key step in many remote sensing applications. By strongly affecting
synthetic aperture radar (SAR) images, it makes them difficult to analyze. Due to the difficulty …
synthetic aperture radar (SAR) images, it makes them difficult to analyze. Due to the difficulty …
Integration of optical and Synthetic Aperture Radar imagery for improving crop mapping in Northwestern Benin, West Africa
Crop mapping in West Africa is challenging, due to the unavailability of adequate satellite
images (as a result of excessive cloud cover), small agricultural fields and a heterogeneous …
images (as a result of excessive cloud cover), small agricultural fields and a heterogeneous …
Secrets of image denoising cuisine
Digital images are matrices of equally spaced pixels, each containing a photon count. This
photon count is a stochastic process due to the quantum nature of light. It follows that all …
photon count is a stochastic process due to the quantum nature of light. It follows that all …
Speckle reduction in polarimetric SAR imagery with stochastic distances and nonlocal means
L Torres, SJS Sant'Anna, C da Costa Freitas… - Pattern Recognition, 2014 - Elsevier
This paper presents a technique for reducing speckle in Polarimetric Synthetic Aperture
Radar (PolSAR) imagery using nonlocal means and a statistical test based on stochastic …
Radar (PolSAR) imagery using nonlocal means and a statistical test based on stochastic …
Analysis, evaluation, and comparison of polarimetric SAR speckle filtering techniques
S Foucher, C López-Martínez - IEEE transactions on image …, 2014 - ieeexplore.ieee.org
Speckle noise filtering on polarimetric SAR (PolSAR) images remains a challenging task
due to the difficulty to reduce a scatterer-dependent noise while preserving the polarimetric …
due to the difficulty to reduce a scatterer-dependent noise while preserving the polarimetric …
Iterative bilateral filtering of polarimetric SAR data
O D'Hondt, S Guillaso… - IEEE Journal of Selected …, 2013 - ieeexplore.ieee.org
In this paper, we introduce an iterative speckle filtering method for polarimetric SAR
(PolSAR) images based on the bilateral filter. To locally adapt to the spatial structure of …
(PolSAR) images based on the bilateral filter. To locally adapt to the spatial structure of …
Robust polarimetric SAR despeckling based on nonlocal means and distributed Lee filter
H Zhong, J Zhang, G Liu - IEEE Transactions on Geoscience …, 2013 - ieeexplore.ieee.org
This paper presents a nonlocal Lee (NL-Lee) filter for polarimetric synthetic aperture radar
despeckling. In the proposed NL-Lee filter, a kind of hybrid patch similarity measure is …
despeckling. In the proposed NL-Lee filter, a kind of hybrid patch similarity measure is …
Basic principles of SAR polarimetry
C López-Martínez, E Pottier - Polarimetric Synthetic Aperture Radar …, 2021 - Springer
This chapter critically summarizes the main theoretical aspects necessary for a correct
processing and interpretation of the polarimetric information towards the development of …
processing and interpretation of the polarimetric information towards the development of …
Adaptive-window polarimetric SAR image speckle filtering based on a homogeneity measurement
F Lang, J Yang, D Li - IEEE Transactions on Geoscience and …, 2015 - ieeexplore.ieee.org
This paper proposes a polarimetric homogeneity measurement and applies it to the speckle
filtering of polarimetric synthetic aperture radar (PolSAR) data. First, a line-and-edge (LAE) …
filtering of polarimetric synthetic aperture radar (PolSAR) data. First, a line-and-edge (LAE) …