Detecting potential human activities using coherent change detection

Nada Milisavljević; Damien Closson; Isabelle Bloch

doi:10.1109/IPTA.2010.5586772

Detecting potential human activities using coherent change detection

Nada Milisavljević, Damien Closson, Isabelle Bloch

Communication, Information, Systems and Sensors

CNRS UMR 5141

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

Abstract

This paper describes detection and interpretation of temporal changes in an area of interest using coherent change detection in repeat-pass Synthetic Aperture Radar imagery, with the main goal of detecting subtle scene changes such as potential human activities. Possibilities of introducing knowledge sources in order to improve the final result are also presented.

Original language	English
Title of host publication	2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010
Pages	482-485
Number of pages	4
DOIs	https://doi.org/10.1109/IPTA.2010.5586772
Publication status	Published - 2010
Event	2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010 - Paris, France Duration: 7 Jul 2010 → 10 Jul 2010

Publication series

Name	2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010

Conference

Conference	2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010
Country/Territory	France
City	Paris
Period	7/07/10 → 10/07/10

Keywords

Coherent change detection
Data combination
Remote sensing
SAR data

Access to Document

10.1109/IPTA.2010.5586772

Cite this

Milisavljević, N., Closson, D., & Bloch, I. (2010). Detecting potential human activities using coherent change detection. In 2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010 (pp. 482-485). Article 5586772 (2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010). https://doi.org/10.1109/IPTA.2010.5586772

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abstract = "This paper describes detection and interpretation of temporal changes in an area of interest using coherent change detection in repeat-pass Synthetic Aperture Radar imagery, with the main goal of detecting subtle scene changes such as potential human activities. Possibilities of introducing knowledge sources in order to improve the final result are also presented.",

keywords = "Coherent change detection, Data combination, Remote sensing, SAR data",

author = "Nada Milisavljevi{\'c} and Damien Closson and Isabelle Bloch",

year = "2010",

doi = "10.1109/IPTA.2010.5586772",

language = "English",

isbn = "9781424472482",

series = "2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010",

pages = "482--485",

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note = "2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010 ; Conference date: 07-07-2010 Through 10-07-2010",

}

Milisavljević, N, Closson, D & Bloch, I 2010, Detecting potential human activities using coherent change detection. in 2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010., 5586772, 2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010, pp. 482-485, 2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010, Paris, France, 7/07/10. https://doi.org/10.1109/IPTA.2010.5586772

Detecting potential human activities using coherent change detection. / Milisavljević, Nada; Closson, Damien; Bloch, Isabelle.
2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010. 2010. p. 482-485 5586772 (2010 2nd International Conference on Image Processing Theory, Tools and Applications, IPTA 2010).

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

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AB - This paper describes detection and interpretation of temporal changes in an area of interest using coherent change detection in repeat-pass Synthetic Aperture Radar imagery, with the main goal of detecting subtle scene changes such as potential human activities. Possibilities of introducing knowledge sources in order to improve the final result are also presented.

KW - Coherent change detection

KW - Data combination

KW - Remote sensing

KW - SAR data

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M3 - Conference contribution

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Y2 - 7 July 2010 through 10 July 2010

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Detecting potential human activities using coherent change detection

Abstract

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Keywords

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