Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
A New Approach to Change Detection in Multispectral Images by Means of ERGAS Index
Year:2013
Research Areas
  • Remote sensing,
  • Image processing
Information
Abstract
In this letter, we propose a novel method for unsupervised change detection (CD) in multitemporal Erreur Relative Globale Adimensionnelle de Synthese (ERGAS) satellite images by using the relative dimensionless global error in synthesis index locally. In order to obtain the change image, the index is calculated around a pixel neighborhood (3x3 window) processing simultaneously all the spectral bands available. With the objective of finding the binary change masks, six thresholding methods are selected. A comparison between the proposed method and the change vector analysis method is reported. The accuracy CD showed in the experimental results demonstrates the effectiveness of the proposed method.
International
Si
JCR
Si
Title
Ieee Geoscience And Remote Sensing Letters
ISBN
1545-598X
Impact factor JCR
1,42
Impact info
Datos JCR del año 2010 1,56 previsto para 2013
Volume
10
10.1109/LGRS.2012.2193372
Journal number
1
From page
76
To page
80
Month
ENERO
Ranking
Q2
Participants
  • Autor: Diego Renza Torres (UPM)
  • Autor: M.Estibaliz Martinez Izquierdo (UPM)
  • Autor: Agueda Arquero Hidalgo (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Informática Aplicada al Procesado de Señal e Imagen
  • Departamento: Arquitectura y Tecnología de Sistemas Informáticos
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)