DocumentCode
614240
Title
Towards a free open source software tool for human settlement detection on VHR remote sensing images
Author
Iannelli, G.C. ; Gamba, Paolo ; Dell´Acqua, Fabio ; Feitosa, R.Q. ; da Costa, G.A.O.P.
Author_Institution
Dept. of Ind. & Inf. Eng., Univ. of Pavia, Pavia, Italy
fYear
2013
fDate
21-23 April 2013
Firstpage
155
Lastpage
158
Abstract
This work presents the preliminary results of a joint enterprise aiming at the development of free open source software (FOSS) tools for very high resolution remote sensing (RS) image analysis (IA) at the global level. Specifically, the paper proposes a simple method for the detection of human settlements on RS images. The method relies on a model, which can be described in terms of few simple intuitive features related to the ontology of an urban area. In consequence, the method can be adjusted to different urban typologies by users with little background on RS and IA. Moreover, a FOSS implementation of the proposed method is described. The prototype integrates two free open source tools, namely Urban Focus and InterIMAGE. Both, method and prototype are tested experimentally on a CBERS dataset, whit encouraging results.
Keywords
geophysical image processing; public domain software; remote sensing; FOSS tool; IA; InterIMAGE method; RS; Urban Focus method; VHR remote sensing image; free open source software tool; global level; human settlement detection; joint enterprise; ontology; very high resolution remote sensing image analysis; Buildings; Educational institutions; Image segmentation; Remote sensing; Satellites; Spatial resolution; Urban areas;
fLanguage
English
Publisher
ieee
Conference_Titel
Urban Remote Sensing Event (JURSE), 2013 Joint
Conference_Location
Sao Paulo
Print_ISBN
978-1-4799-0213-2
Electronic_ISBN
978-1-4799-0212-5
Type
conf
DOI
10.1109/JURSE.2013.6550689
Filename
6550689
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