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; Marius 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, Marius Gilbert

Résultats de recherche: Contribution dans un livre/un catalogue/un rapport/dans les actes d'une conférence › Article dans les actes d'une conférence/un colloque

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
Volume	2015-November
ISBN (Electronique)	9781479979295
Les DOIs	https://doi.org/10.1109/IGARSS.2015.7325977
Etat de la publication	Publié - 10 nov. 2015
Evénement	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Milan, Italie Durée: 26 juil. 2015 → 31 juil. 2015

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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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 (Vol 2015-November, p. 1159-1162). Article 7325977 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2015.7325977

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

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

year = "2015",

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doi = "10.1109/IGARSS.2015.7325977",

language = "English",

volume = "2015-November",

pages = "1159--1162",

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

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

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note = "IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 ; Conference date: 26-07-2015 Through 31-07-2015",

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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. Dans 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. VOL. 2015-November, 7325977, 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. Vol 2015-November Institute of Electrical and Electronics Engineers Inc., 2015. p. 1159-1162 7325977.

Résultats de recherche: Contribution dans un livre/un catalogue/un rapport/dans les actes d'une conférence › Article dans les actes d'une conférence/un colloque

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AU - Wolff, E.

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AU - Grippa, T.

AU - Linard, C.

AU - Gilbert, Marius

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AB - 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 - fusion processing

KW - support vector machine (SVM)

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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. Vol 2015-November. Institute of Electrical and Electronics Engineers Inc. 2015. p. 1159-1162. 7325977 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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