Primal sketch of image series with edge preserving filtering application to change detection

Stephane May; Charlotte Pelletier

doi:10.1109/Multi-Temp.2015.7245785

Primal sketch of image series with edge preserving filtering application to change detection

Stephane May, Charlotte Pelletier

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

2 Citations (Scopus)

Abstract

This paper proposes an original approach to the problem of change detection into multitemporal image series. A primal sketch of the image is achieved with a modified Perona-Malik filter: relevant edges are extracted. Then, an application to change detection is proposed. The algorithm related to sketch outputs is performed through density of pixels images. It offers significant information about events that occurred between several acquisitions. Potential of the algorithm on high resolution images is shown, and limitations on very high resolution are explained.

Original language	English
Title of host publication	2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp)
Editors	Grégoire Mercier
Place of Publication	Piscataway NJ USA
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	1-4
Number of pages	4
ISBN (Print)	9781467371193
DOIs	https://doi.org/10.1109/Multi-Temp.2015.7245785
Publication status	Published - 8 Sept 2015
Externally published	Yes
Event	International Workshop on the Analysis of Multitemporal Remote Sensing Images 2015 - Annecy, France Duration: 22 Jul 2015 → 24 Jul 2015 Conference number: 8th

Conference

Conference	International Workshop on the Analysis of Multitemporal Remote Sensing Images 2015
Abbreviated title	Multi-Temp 2015
Country/Territory	France
City	Annecy
Period	22/07/15 → 24/07/15

Keywords

change detection
edge detection
Perona-Malik filtering
Satellite Image Time Series

Access to Document

10.1109/Multi-Temp.2015.7245785

Cite this

May, S., & Pelletier, C. (2015). Primal sketch of image series with edge preserving filtering application to change detection. In G. Mercier (Ed.), 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp) (pp. 1-4). Article 7245785 IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/Multi-Temp.2015.7245785

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title = "Primal sketch of image series with edge preserving filtering application to change detection",

abstract = "This paper proposes an original approach to the problem of change detection into multitemporal image series. A primal sketch of the image is achieved with a modified Perona-Malik filter: relevant edges are extracted. Then, an application to change detection is proposed. The algorithm related to sketch outputs is performed through density of pixels images. It offers significant information about events that occurred between several acquisitions. Potential of the algorithm on high resolution images is shown, and limitations on very high resolution are explained.",

keywords = "change detection, edge detection, Perona-Malik filtering, Satellite Image Time Series",

author = "Stephane May and Charlotte Pelletier",

year = "2015",

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doi = "10.1109/Multi-Temp.2015.7245785",

language = "English",

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publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States of America",

note = "International Workshop on the Analysis of Multitemporal Remote Sensing Images 2015, Multi-Temp 2015 ; Conference date: 22-07-2015 Through 24-07-2015",

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May, S & Pelletier, C 2015, Primal sketch of image series with edge preserving filtering application to change detection. in G Mercier (ed.), 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp)., 7245785, IEEE, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 1-4, International Workshop on the Analysis of Multitemporal Remote Sensing Images 2015, Annecy, France, 22/07/15. https://doi.org/10.1109/Multi-Temp.2015.7245785

Primal sketch of image series with edge preserving filtering application to change detection. / May, Stephane; Pelletier, Charlotte.
2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp). ed. / Grégoire Mercier. Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 2015. p. 1-4 7245785.

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - Primal sketch of image series with edge preserving filtering application to change detection

AU - May, Stephane

AU - Pelletier, Charlotte

N1 - Conference code: 8th

PY - 2015/9/8

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N2 - This paper proposes an original approach to the problem of change detection into multitemporal image series. A primal sketch of the image is achieved with a modified Perona-Malik filter: relevant edges are extracted. Then, an application to change detection is proposed. The algorithm related to sketch outputs is performed through density of pixels images. It offers significant information about events that occurred between several acquisitions. Potential of the algorithm on high resolution images is shown, and limitations on very high resolution are explained.

AB - This paper proposes an original approach to the problem of change detection into multitemporal image series. A primal sketch of the image is achieved with a modified Perona-Malik filter: relevant edges are extracted. Then, an application to change detection is proposed. The algorithm related to sketch outputs is performed through density of pixels images. It offers significant information about events that occurred between several acquisitions. Potential of the algorithm on high resolution images is shown, and limitations on very high resolution are explained.

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KW - edge detection

KW - Perona-Malik filtering

KW - Satellite Image Time Series

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EP - 4

BT - 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp)

A2 - Mercier, Grégoire

PB - IEEE, Institute of Electrical and Electronics Engineers

CY - Piscataway NJ USA

T2 - International Workshop on the Analysis of Multitemporal Remote Sensing Images 2015

Y2 - 22 July 2015 through 24 July 2015

ER -

May S, Pelletier C. Primal sketch of image series with edge preserving filtering application to change detection. In Mercier G, editor, 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers. 2015. p. 1-4. 7245785 doi: 10.1109/Multi-Temp.2015.7245785

Primal sketch of image series with edge preserving filtering application to change detection

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