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

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

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.

Original language	English
Title of host publication	2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1159-1162
Number of pages	4
Volume	2015-November
ISBN (Electronic)	9781479979295
DOIs	https://doi.org/10.1109/IGARSS.2015.7325977
Publication status	Published - 10 Nov 2015
Event	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Milan, Italy Duration: 26 Jul 2015 → 31 Jul 2015

Conference

Conference	IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015
Country/Territory	Italy
City	Milan
Period	26/07/15 → 31/07/15

Keywords

density
fusion processing
support vector machine (SVM)
Urban expansion

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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 (Vol. 2015-November, pp. 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",

}

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. vol. 2015-November, 7325977, Institute of Electrical and Electronics Engineers Inc., pp. 1159-1162, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, Milan, Italy, 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.

Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

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T1 - An urban expansion model for African cities using fused multi temporal optical and SAR data

AU - Shimoni, M.

AU - Lopez, J.

AU - Forget, Y.

AU - Wolff, E.

AU - Michellier, C.

AU - Grippa, T.

AU - Linard, C.

AU - Gilbert, Marius

PY - 2015/11/10

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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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M3 - Conference contribution

AN - SCOPUS:84962548163

VL - 2015-November

SP - 1159

EP - 1162

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. In 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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