Methods and frameworks for sampling I0 data

"The I0 distribution is a competitive tool for SAR image description. This distribution is useful for describing speckled imagery because it models adequately areas with different degrees of texture. Data simulation is crucial for the development of new methods of automatic interpretation of t...

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Detalles Bibliográficos
Autores principales: Chan, Debora, Rey, Andrea, Gambini, Juliana, Cassetti, Julia, Frery, Alejandro C.
Formato: Ponencias en Congresos acceptedVersion
Lenguaje:Inglés
Publicado: 2019
Materias:
LENGUAJES DE PROGRAMACION
RADAR DE APERTURA SINTETICA
DISTRIBUCION
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1712
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
Descripción
Sumario:"The I0 distribution is a competitive tool for SAR image description. This distribution is useful for describing speckled imagery because it models adequately areas with different degrees of texture. Data simulation is crucial for the development of new methods of automatic interpretation of this type of images. We compare four alternatives for generating data under the I0 distribution. The experiments are performed on a variety of programming languages and, a number of criteria to test the fidelity of the generated data are applied."

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