Application of remote sensing to heritage conservation: a case study in central Portugal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The aim of this work is to evaluate the applicability of Very High Spatial Resolution (VHSR) images to heritage conservation, by using multi-spectral images with different resolutions to extract information concerning the state of conservation of building roofs. To this end, a hybrid classification method was developed that incorporates uncertainty information in the automatic classification of VHSR images. The developed classification methodology includes the following steps: 1) a soft pixel-based classification; 2) computation of the classification uncertainty; and 3) buildings classification based on decision rules which include the results of the soft pixel-based classification and its uncertainty. The proposed methodology was tested on the classification of the historical downtown centre of Coimbra, in Portugal, and validated with the results obtained from an independent pathology survey performed by the University of Coimbra. The test was carried out with a multi-spectral aerial image and a QuickBird satellite image with spatial resolutions of respectively 0.5 m and 2.4 m.
Original languageUnknown
Title of host publicationRemote Sensing for a Changing Europe
Pages239-246
DOIs
Publication statusPublished - 1 Jan 2009
Event28th EARSeL Symposium -
Duration: 1 Jan 2009 → …

Conference

Conference28th EARSeL Symposium
Period1/01/09 → …

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