Statistical Polygonal Snakes for 3D building reconstruction using High Resolution SAR data

Vincent Le Moigne; Florence Tupin; Jean Marie Nicolas

doi:10.1109/URS.2007.371873

Statistical Polygonal Snakes for 3D building reconstruction using High Resolution SAR data

Vincent Le Moigne
, Florence Tupin
, Jean Marie Nicolas

CNRS LTCI

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

Abstract

In this paper, the polygonal active contour method (proposed in [1], [2]) is adapted to the case of Synthetic Aperture Radar (SAR) images of urban areas. The statistical criterion is modified to be able to deal with multiple images in order to improve the segmentation of buildings. A criterion is proposed and is then implemented and tested over real high resolution SAR images containing urban areas. A discussion about the benefits of this approach is done and further work about 3D statistical active contour is introduced.

Original language	English
Title of host publication	2007 Urban Remote Sensing Joint Event, URS
DOIs	https://doi.org/10.1109/URS.2007.371873
Publication status	Published - 28 Sept 2007
Externally published	Yes
Event	2007 Urban Remote Sensing Joint Event, URS - Paris, France Duration: 11 Apr 2007 → 13 Apr 2007

Publication series

Name	2007 Urban Remote Sensing Joint Event, URS

Conference

Conference	2007 Urban Remote Sensing Joint Event, URS
Country/Territory	France
City	Paris
Period	11/04/07 → 13/04/07

Access to Document

10.1109/URS.2007.371873

Cite this

@inproceedings{95aeab917ab645f2949ec78605377782,

title = "Statistical Polygonal Snakes for 3D building reconstruction using High Resolution SAR data",

abstract = "In this paper, the polygonal active contour method (proposed in [1], [2]) is adapted to the case of Synthetic Aperture Radar (SAR) images of urban areas. The statistical criterion is modified to be able to deal with multiple images in order to improve the segmentation of buildings. A criterion is proposed and is then implemented and tested over real high resolution SAR images containing urban areas. A discussion about the benefits of this approach is done and further work about 3D statistical active contour is introduced.",

author = "\{Le Moigne\}, Vincent and Florence Tupin and Nicolas, \{Jean Marie\}",

year = "2007",

month = sep,

day = "28",

doi = "10.1109/URS.2007.371873",

language = "English",

isbn = "1424407125",

series = "2007 Urban Remote Sensing Joint Event, URS",

booktitle = "2007 Urban Remote Sensing Joint Event, URS",

note = "2007 Urban Remote Sensing Joint Event, URS ; Conference date: 11-04-2007 Through 13-04-2007",

}

TY - GEN

T1 - Statistical Polygonal Snakes for 3D building reconstruction using High Resolution SAR data

AU - Le Moigne, Vincent

AU - Tupin, Florence

AU - Nicolas, Jean Marie

PY - 2007/9/28

Y1 - 2007/9/28

N2 - In this paper, the polygonal active contour method (proposed in [1], [2]) is adapted to the case of Synthetic Aperture Radar (SAR) images of urban areas. The statistical criterion is modified to be able to deal with multiple images in order to improve the segmentation of buildings. A criterion is proposed and is then implemented and tested over real high resolution SAR images containing urban areas. A discussion about the benefits of this approach is done and further work about 3D statistical active contour is introduced.

AB - In this paper, the polygonal active contour method (proposed in [1], [2]) is adapted to the case of Synthetic Aperture Radar (SAR) images of urban areas. The statistical criterion is modified to be able to deal with multiple images in order to improve the segmentation of buildings. A criterion is proposed and is then implemented and tested over real high resolution SAR images containing urban areas. A discussion about the benefits of this approach is done and further work about 3D statistical active contour is introduced.

U2 - 10.1109/URS.2007.371873

DO - 10.1109/URS.2007.371873

M3 - Conference contribution

AN - SCOPUS:34648828102

SN - 1424407125

SN - 9781424407125

T3 - 2007 Urban Remote Sensing Joint Event, URS

BT - 2007 Urban Remote Sensing Joint Event, URS

T2 - 2007 Urban Remote Sensing Joint Event, URS

Y2 - 11 April 2007 through 13 April 2007

ER -

Statistical Polygonal Snakes for 3D building reconstruction using High Resolution SAR data

Abstract

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