Results 91 to 100 of about 2,421 (185)
Statistical Classification for Heterogeneous Polarimetric SAR Images
, 2011 International audienceThis paper presents a general approach for high-resolution polarimetric SAR data classification in heterogeneous clutter, based on a statistical test of equality of covariance matrices. The Spherically Invariant Random Vector (SIRV)
Ferro-Famil, Laurent +4 more
core +3 more sources
3-D glacier subsurface characterization using SAR polarimetry [PDF]
, 2015 The paper introduces a new polarimetric scattering model able to interpret and invert coherent polarimetric SAR (PolSAR) measurements over glaciers and ice sheets.
Hajnsek, Irena +2 more
core +1 more source
Composite Kernel Method for PolSAR Image Classification Based on Polarimetric-Spatial Information
Applied Sciences, 2017 The composite kernel feature fusion proposed in this paper attempts to solve the problem of classifying polarimetric synthetic aperture radar (PolSAR) images. Here, PolSAR images take into account both polarimetric and spatial information.
Xianyuan Wang +3 more
doaj +1 more source
Semi-supervised classification of polarimetric SAR images using Markov random field and two-level Wishart mixture model [PDF]
, 2019 In this work, we propose a semi-supervised method for classification of polarimetric synthetic aperture radar (PolSAR) images. In the proposed method, a 2-level mixture model is constructed by associating each component density with a unique Wishart ...
Li, Heng-Chao +4 more
core +1 more source
Iterative Bilateral Filtering of Polarimetric SAR Data
, 2013 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 images, this filter relies on pixel similarities in both spatial and ...
D'Hondt, Olivier +2 more
core +1 more source
Wavelet Operators and Multiplicative Observation Models -Application to SAR Image Time Series Analysis [PDF]
, 2016 International audienceThis paper first provides statistical properties of wavelet operators when the observation model can be seen as the product of a deterministic piece-wise regular function (signal) and a stationary random field (noise).
Atto, Abdourrahmane +3 more
core +2 more sources
Remote Sensing, 2016 Built-up area extraction from polarimetric SAR (PolSAR) imagery has a close relationship with urban planning, disaster management, etc. Since the buildings have complex geometries and may be misclassified as forests due to the significant cross-polarized
Deliang Xiang +4 more
doaj +1 more source
A Hierarchical Extension of General Four-Component Scattering Power Decomposition
Remote Sensing, 2017 The overestimation of volume scattering (OVS) is an intrinsic drawback in model-based polarimetric synthetic aperture radar (PolSAR) target decomposition.
Sinong Quan +4 more
doaj +1 more source
Remote SensingNearshore ship detection has significant applications in both the military and civilian domains. Compared to synthetic aperture radar (SAR), polarimetric synthetic aperture radar (PolSAR) provides richer information for analyzing the scattering ...
Shujie Wu +6 more
doaj +1 more source
Classification for Polsar image based on hölder divergences
The Journal of Engineering, 2019 (Dis)similarity measures play an important role in the interpretation of polarimetric synthetic aperture radar (PolSAR) images. Here, the authors introduce a kind of similarity measures for PolSAR images based on the concepts of Hölder pseudo-divergence ...
Ting Pan +4 more
doaj +1 more source