Comparing samples from the 𝒢0 distribution using a geodesic distance

Frery, Alejandro C.; Gambini, Juliana

Artículo de Publicación Periódica:
Comparing samples from the 𝒢0 distribution using a geodesic distance

dc.contributor.author	Frery, Alejandro C.
dc.contributor.author	Gambini, Juliana
dc.date.accessioned	2020-03-18T11:42:52Z
dc.date.available	2020-03-18T11:42:52Z
dc.date.issued	2020-06
dc.description.abstract	"The 𝒢0 distribution is widely used for monopolarized SAR image modeling because it can characterize regions with different degrees of texture accurately. It is indexed by three parameters: the number of looks (which can be estimated for the whole image), a scale parameter and a texture parameter. This paper presents a new proposal for comparing samples from the 𝒢0 distribution using a geodesic distance (GD) as a measure of dissimilarity between models. The objective is quantifying the difference between pairs of samples from SAR data using both local parameters (scale and texture) of the 𝒢0 distribution. We propose three tests based on the GD which combine the tests presented in Naranjo-Torres et al. (IEEE J Sel Top Appl Earth Obs Remote Sens 10(3):987–997, 2017), and we estimate their probability distributions using permutation methods."	en
dc.identifier.issn	1133-0686
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1905
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/altIdentifier/doi/10.1007/s11749-019-00658-2
dc.relation	info:eu-repo/grantAgreement/CNPq/BR. Brasilia y info:eu-repo/grantAgreement/FAPEAL/BR. Alagoas. Maceió
dc.subject	GEODESIA	es
dc.subject	DISTRIBUCION	es
dc.subject	MEDICION	es
dc.subject	RADAR DE APERTURA SINTETICA	es
dc.title	Comparing samples from the 𝒢0 distribution using a geodesic distance	en
dc.type	Artículos de Publicaciones Periódicas	es
dc.type	info:eu-repo/semantics/acceptedVersion
dspace.entity.type	Artículo de Publicación Periódica
itba.description.filiation	Fil: Frery, Alejandro C. Universidade Federal de Alagoas; Brasil.
itba.description.filiation	Fil: Gambini, Juliana. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiation	Fil: Gambini, Juliana. Universidad Nacional de Tres de Febrero; Argentina.