Fusion of Evidences in Intensity Channels for Edge Detection in PolSAR Images

dc.contributor.authorDe Borba A.A.
dc.contributor.authorMarengoni M.
dc.contributor.authorFrery A.C.
dc.date.accessioned2024-03-12T19:18:00Z
dc.date.available2024-03-12T19:18:00Z
dc.date.issued2022
dc.description.abstract© 2004-2012 IEEE.Polarimetric synthetic aperture radar (PolSAR) sensors have reached an essential position in remote sensing. The images they provide have speckle noise, making their processing and analysis challenging tasks. We discuss an edge detection method based on the fusion of evidences obtained in the intensity channels hh, hv, and vv of PolSAR multilook images. The method consists of detecting transition points in the thinnest possible range of data that covers two regions using maximum likelihood under the Wishart distribution. The fusion methods used are: simple average, multiresolution discrete wavelet transform (MR-DWT), principal component analysis (PCA), receiver operating characteristic (ROC) statistics, multiresolution stationary wavelet transform (MR-SWT), and a multiresolution method based on singular value decomposition (MR-SVD). A quantitative analysis suggests that PCA and MR-SVD provide the best results.
dc.description.volume19
dc.identifier.doi10.1109/LGRS.2020.3022511
dc.identifier.issn1558-0571
dc.identifier.urihttps://dspace.mackenzie.br/handle/10899/34528
dc.relation.ispartofIEEE Geoscience and Remote Sensing Letters
dc.rightsAcesso Restrito
dc.subject.otherlanguageEdge detection
dc.subject.otherlanguageFusion methods
dc.subject.otherlanguageMaximum likelihood estimation
dc.subject.otherlanguagePolarimetric synthetic aperture radar (PolSAR)
dc.titleFusion of Evidences in Intensity Channels for Edge Detection in PolSAR Images
dc.typeArtigo
local.scopus.citations5
local.scopus.eid2-s2.0-85117343153
local.scopus.subjectFusion methods
local.scopus.subjectMaximum-likelihood estimation
local.scopus.subjectMultiresolution
local.scopus.subjectPolarimetric synthetic aperture radar
local.scopus.subjectPolarimetric synthetic aperture radars
local.scopus.subjectPrincipal-component analysis
local.scopus.subjectRadar sensors
local.scopus.subjectRemote-sensing
local.scopus.subjectSpeckle noise
local.scopus.subjectSynthetic aperture radar images
local.scopus.updated2024-06-01
local.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85117343153&origin=inward
Arquivos