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Please use this identifier to cite or link to this item: http://hdl.handle.net/2122/6898
DC FieldValueLanguage
dc.contributor.authorallPacifici, Fabio; Digital Globe, Research and Development, Longmotn, CO, USAen
dc.contributor.authorallChini, Marco; Istituto Nazionale di Geofisica e Vulcanologia, Sezione CNT, Roma, Italiaen
dc.contributor.authorallBignami, Christian; Istituto Nazionale di Geofisica e Vulcanologia, Sezione CNT, Roma, Italiaen
dc.contributor.authorallStramondo, Salvatore; Istituto Nazionale di Geofisica e Vulcanologia, Sezione CNT, Roma, Italiaen
dc.contributor.authorallEmery, William J.; University of Colorado, Boulder (CO), USAen
dc.date.accessioned2011-01-24T13:26:02Zen
dc.date.available2011-01-24T13:26:02Zen
dc.date.issued2010-07en
dc.identifier.urihttp://hdl.handle.net/2122/6898en
dc.description.abstractIn this paper, we investigate the performance of pulse-coupled neural networks (PCNNs) to detect the damage caused by an earthquake. PCNN is an unsupervised model in the sense that it does not need to be trained, which makes it an operational tool during crisis events when it is crucial to produce damage maps as soon as the post-event images are available. The damage map resulting from PCNN was validated at a block scale of 120x120m using ground truth obtained by a combination of ground survey and visual inspection of the before- and after-event images. The comparison showed agreement between the change measured by PCNN on block scale and the damage occurred.en
dc.language.isoEnglishen
dc.relation.ispartofIEEE International Geoscience And Remote Sensing Symposiumen
dc.subjectneural networksen
dc.subjectdamage detectionen
dc.titleAUTOMATIC DAMAGE DETECTION USING PULSE-COUPLED NEURAL NETWORKS FOR THE 2009 ITALIAN EARTHQUAKEen
dc.typeConference paperen
dc.description.statusPublisheden
dc.description.ConferenceLocationHonolulu, Hawaii, USAen
dc.description.obiettivoSpecifico1.10. TTC - Telerilevamentoen
dc.description.fulltextreserveden
dc.contributor.authorPacifici, Fabioen
dc.contributor.authorChini, Marcoen
dc.contributor.authorBignami, Christianen
dc.contributor.authorStramondo, Salvatoreen
dc.contributor.authorEmery, William J.en
dc.contributor.departmentDigital Globe, Research and Development, Longmotn, CO, USAen
dc.contributor.departmentIstituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione ONT, Roma, Italiaen
dc.contributor.departmentIstituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione ONT, Roma, Italiaen
dc.contributor.departmentUniversity of Colorado, Boulder (CO), USAen
item.openairetypeConference paper-
item.cerifentitytypePublications-
item.languageiso639-1en-
item.grantfulltextreserved-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextWith Fulltext-
crisitem.author.deptDigital Globe, Research and Development, Longmotn, CO, USA-
crisitem.author.deptLuxembourg Institute of Science and Technology (LIST)-
crisitem.author.deptIstituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione ONT, Roma, Italia-
crisitem.author.deptIstituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione ONT, Roma, Italia-
crisitem.author.deptUniversity of Colorado, Boulder (CO), USA-
crisitem.author.orcid0000-0002-8632-9979-
crisitem.author.orcid0000-0003-0163-7647-
crisitem.author.parentorgIstituto Nazionale di Geofisica e Vulcanologia-
crisitem.author.parentorgIstituto Nazionale di Geofisica e Vulcanologia-
crisitem.department.parentorgIstituto Nazionale di Geofisica e Vulcanologia-
crisitem.department.parentorgIstituto Nazionale di Geofisica e Vulcanologia-
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