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

Résultats de recherche: Chapitre dans un livre, un rapport, des actes de conférences › Contribution à une conférence › Revue par des pairs

4 Citations (Scopus)

Résumé

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.

langue originale	Anglais
titre	2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings
Editeur	Institute of Electrical and Electronics Engineers Inc.
Pages	1159-1162
Nombre de pages	4
ISBN (Electronique)	9781479979295
Les DOIs	https://doi.org/10.1109/IGARSS.2015.7325977
état	Publié - 10 nov. 2015
Evénement	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Milan, Italie Durée: 26 juil. 2015 → 31 juil. 2015

Série de publications

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

Une conférence

Une conférence	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015
Pays/Territoire	Italie
La ville	Milan
période	26/07/15 → 31/07/15

Accès au document

10.1109/IGARSS.2015.7325977

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Lien vers la publication dans Scopus

Contient cette citation

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. Dans 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings (p. 1159-1162). Article 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. p. 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,

day = "10",

doi = "10.1109/IGARSS.2015.7325977",

language = "English",

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

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1159--1162",

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

}

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. Dans 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., p. 1159-1162, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italie, 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. p. 1159-1162 7325977 (International Geoscience and Remote Sensing Symposium (IGARSS); Vol 2015-November).

Résultats de recherche: Chapitre dans un livre, un rapport, des actes de conférences › Contribution à une conférence › Revue par des pairs

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AU - Forget, Y.

AU - Wolff, E.

AU - Michellier, C.

AU - Grippa, T.

AU - Linard, C.

AU - Gilbert, M.

PY - 2015/11/10

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N2 - 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.

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KW - Urban expansion

KW - density

KW - fusion processing

KW - support vector machine (SVM)

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DO - 10.1109/IGARSS.2015.7325977

M3 - Conference contribution

AN - SCOPUS:84962548163

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

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BT - 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015

Y2 - 26 July 2015 through 31 July 2015

ER -

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. Dans 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 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

Résumé

Série de publications

Une conférence

Accès au document

Autres fichiers et liens

Empreinte digitale

Contient cette citation