In this work several techniques, both coherent and non-coherent, for detecting scene changes from multitempora SAR images are discussed and their performance evaluated and compared. Assuming given scenari conditions this paper aims at discussing and comparing the performance of the different approaches for both th non-Adaptive (a priori knowledge of the scene correlation characteristics) and adaptive (estimated characteristics cases. Moreover, considering the complementary information given by the non-coherent and coherent approaches also a decentralized combination is studied. Reported results show that the adaptive change detection technique show performance close to the corresponding non adaptive ones and that the joint use of non-coheren and coherent approaches can sensibly improve the performance with respect to those achievable by the singl technique. © VDE VERLAG GMBH · Berlin · Offenbach.
Comparing Non-coherent and Coherent techniques for the Detection of Scene changes from multi-Temporal SAR imagery / Ustalli, Nertjana; Pastina, Debora; Pieralice, Federica; Lombardo, Pierfrancesco; Ciaramaglia, Franco; Graziano, Antonio. - (2016). (Intervento presentato al convegno 11th European Conference on Synthetic Aperture Radar, EUSAR 2016 tenutosi a Hamburg; Germany).
Comparing Non-coherent and Coherent techniques for the Detection of Scene changes from multi-Temporal SAR imagery
USTALLI, NERTJANA;PASTINA, Debora;PIERALICE, FEDERICA;LOMBARDO, Pierfrancesco;
2016
Abstract
In this work several techniques, both coherent and non-coherent, for detecting scene changes from multitempora SAR images are discussed and their performance evaluated and compared. Assuming given scenari conditions this paper aims at discussing and comparing the performance of the different approaches for both th non-Adaptive (a priori knowledge of the scene correlation characteristics) and adaptive (estimated characteristics cases. Moreover, considering the complementary information given by the non-coherent and coherent approaches also a decentralized combination is studied. Reported results show that the adaptive change detection technique show performance close to the corresponding non adaptive ones and that the joint use of non-coheren and coherent approaches can sensibly improve the performance with respect to those achievable by the singl technique. © VDE VERLAG GMBH · Berlin · Offenbach.File | Dimensione | Formato | |
---|---|---|---|
Ustalli_Comparing_2016.pdf
solo gestori archivio
Tipologia:
Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza:
Tutti i diritti riservati (All rights reserved)
Dimensione
406.68 kB
Formato
Adobe PDF
|
406.68 kB | Adobe PDF | Contatta l'autore |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.