An urban expansion model for African cities using fused multi temporal optical and SAR data

M. Shimoni; J. Lopez; Y. Forget; E. Wolff; C. Michellier; T. Grippa; C. Linard; M. Gilbert

doi:10.1109/IGARSS.2015.7325977

An urban expansion model for African cities using fused multi temporal optical and SAR data

M. Shimoni
, J. Lopez
, Y. Forget
, E. Wolff
, C. Michellier
, T. Grippa
, C. Linard
, M. Gilbert

Université Libre de Bruxelles
Royal Museum for Central Africa

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › peer review

4 Citaten (Scopus)

Samenvatting

The forecast of human population distribution in Africa is limited by the lack of spatial urban expansion model and the quality of its data sources. One way to overcome this shortcoming is to integrate multi-source and multi-temporal data for improving the delineation and the characterization of human settlements. This paper presents a fully automatic fusion processing scheme of multi-temporal SAR and optical data for improving the segmentation of African urban areas.

Originele taal-2	Engels
Titel	2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings
Uitgeverij	Institute of Electrical and Electronics Engineers Inc.
Pagina's	1159-1162
Aantal pagina's	4
ISBN van elektronische versie	9781479979295
DOI's	https://doi.org/10.1109/IGARSS.2015.7325977
Status	Gepubliceerd - 10 nov 2015
Evenement	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Milan, Italië Duur: 26 jul 2015 → 31 jul 2015

Publicatie series

Naam	International Geoscience and Remote Sensing Symposium (IGARSS)
Volume	2015-November

Congres

Congres	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015
Land/Regio	Italië
Stad	Milan
Periode	26/07/15 → 31/07/15

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10.1109/IGARSS.2015.7325977

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Shimoni, M., Lopez, J., Forget, Y., Wolff, E., Michellier, C., Grippa, T., Linard, C., & Gilbert, M. (2015). An urban expansion model for African cities using fused multi temporal optical and SAR data. In 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings (blz. 1159-1162). Artikel 7325977 (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2015-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2015.7325977

Shimoni, M. ; Lopez, J. ; Forget, Y. et al. / An urban expansion model for African cities using fused multi temporal optical and SAR data. 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. blz. 1159-1162 (International Geoscience and Remote Sensing Symposium (IGARSS)).

@inproceedings{72948552eefa4a90a1732d1e3b9eb51f,

title = "An urban expansion model for African cities using fused multi temporal optical and SAR data",

abstract = "The forecast of human population distribution in Africa is limited by the lack of spatial urban expansion model and the quality of its data sources. One way to overcome this shortcoming is to integrate multi-source and multi-temporal data for improving the delineation and the characterization of human settlements. This paper presents a fully automatic fusion processing scheme of multi-temporal SAR and optical data for improving the segmentation of African urban areas.",

keywords = "Urban expansion, density, fusion processing, support vector machine (SVM)",

author = "M. Shimoni and J. Lopez and Y. Forget and E. Wolff and C. Michellier and T. Grippa and C. Linard and M. Gilbert",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 ; Conference date: 26-07-2015 Through 31-07-2015",

year = "2015",

month = nov,

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doi = "10.1109/IGARSS.2015.7325977",

language = "English",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

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booktitle = "2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings",

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Shimoni, M, Lopez, J, Forget, Y, Wolff, E, Michellier, C, Grippa, T, Linard, C & Gilbert, M 2015, An urban expansion model for African cities using fused multi temporal optical and SAR data. in 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings., 7325977, International Geoscience and Remote Sensing Symposium (IGARSS), vol. 2015-November, Institute of Electrical and Electronics Engineers Inc., blz. 1159-1162, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italië, 26/07/15. https://doi.org/10.1109/IGARSS.2015.7325977

An urban expansion model for African cities using fused multi temporal optical and SAR data. / Shimoni, M.; Lopez, J.; Forget, Y. et al.
2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. blz. 1159-1162 7325977 (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2015-November).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › peer review

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AU - Lopez, J.

AU - Forget, Y.

AU - Wolff, E.

AU - Michellier, C.

AU - Grippa, T.

AU - Linard, C.

AU - Gilbert, M.

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KW - density

KW - fusion processing

KW - support vector machine (SVM)

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Shimoni M, Lopez J, Forget Y, Wolff E, Michellier C, Grippa T et al. An urban expansion model for African cities using fused multi temporal optical and SAR data. In 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. blz. 1159-1162. 7325977. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2015.7325977

An urban expansion model for African cities using fused multi temporal optical and SAR data

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