Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm

R. Heremans; A. Wiilekens; D. Borghys; B. Verbeeck; J. Valckenborgh; M. Acheroy; C. Perneel

doi:10.1109/RAST.2003.1303926

Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm

R. Heremans
, A. Wiilekens
, D. Borghys
, B. Verbeeck
, J. Valckenborgh
, M. Acheroy
, C. Perneel

Vlaamse Landmaatschappij

Résultats de recherche: Chapitre dans un livre, un rapport, des actes de conférences › Contribution à une conférence › Revue par des pairs

30 Citations (Scopus)

Résumé

Two techniques for extracting flooded areas out of RADAR-imagery in a time-efficient way are presented in this paper. The results of the object-oriented classification technique, based on the commercial eCognition software, and the active contour technique, are both obtained on 2 ENVISAT ASAR images; one recorded during a flood period in Flanders on January the 2nd of 2003 and one during a non-flooded region on June the 26^th the same year. In both techniques the net flooded result is based on the subtraction of the existing water bodies (i.e. lakes, rivers, canals,...) obtained from the non-flooded reference image, -from the image recorded during the flooded period.

langue originale	Anglais
titre	RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies
rédacteurs en chef	S. Kurnaz, Fuat Ince, S. Onbasioglu
Editeur	Institute of Electrical and Electronics Engineers Inc.
Pages	311-316
Nombre de pages	6
ISBN (Electronique)	0780381424, 9780780381421
Les DOIs	https://doi.org/10.1109/RAST.2003.1303926
état	Publié - 2003
Evénement	International Conference on Recent Advances in Space Technologies, RAST 2003 - Istanbul, Turquie Durée: 20 nov. 2003 → 22 nov. 2003

Série de publications

Nom	RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies

Une conférence

Une conférence	International Conference on Recent Advances in Space Technologies, RAST 2003
Pays/Territoire	Turquie
La ville	Istanbul
période	20/11/03 → 22/11/03

Accès au document

10.1109/RAST.2003.1303926

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Heremans, R., Wiilekens, A., Borghys, D., Verbeeck, B., Valckenborgh, J., Acheroy, M., & Perneel, C. (2003). Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm. Dans S. Kurnaz, F. Ince, & S. Onbasioglu (eds.), RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies (p. 311-316). Article 1303926 (RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RAST.2003.1303926

Heremans, R. ; Wiilekens, A. ; Borghys, D. et al. / Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm. RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies. Editeur / S. Kurnaz ; Fuat Ince ; S. Onbasioglu. Institute of Electrical and Electronics Engineers Inc., 2003. p. 311-316 (RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies).

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title = "Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm",

abstract = "Two techniques for extracting flooded areas out of RADAR-imagery in a time-efficient way are presented in this paper. The results of the object-oriented classification technique, based on the commercial eCognition software, and the active contour technique, are both obtained on 2 ENVISAT ASAR images; one recorded during a flood period in Flanders on January the 2nd of 2003 and one during a non-flooded region on June the 26th the same year. In both techniques the net flooded result is based on the subtraction of the existing water bodies (i.e. lakes, rivers, canals,...) obtained from the non-flooded reference image, -from the image recorded during the flooded period.",

author = "R. Heremans and A. Wiilekens and D. Borghys and B. Verbeeck and J. Valckenborgh and M. Acheroy and C. Perneel",

note = "Publisher Copyright: {\textcopyright} 2003 IEEE.; International Conference on Recent Advances in Space Technologies, RAST 2003 ; Conference date: 20-11-2003 Through 22-11-2003",

year = "2003",

doi = "10.1109/RAST.2003.1303926",

language = "English",

series = "RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies",

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Heremans, R, Wiilekens, A, Borghys, D, Verbeeck, B, Valckenborgh, J, Acheroy, M & Perneel, C 2003, Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm. Dans S Kurnaz, F Ince & S Onbasioglu (eds), RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies., 1303926, RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies, Institute of Electrical and Electronics Engineers Inc., p. 311-316, International Conference on Recent Advances in Space Technologies, RAST 2003, Istanbul, Turquie, 20/11/03. https://doi.org/10.1109/RAST.2003.1303926

Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm. / Heremans, R.; Wiilekens, A.; Borghys, D. et al.
RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies. Ed. / S. Kurnaz; Fuat Ince; S. Onbasioglu. Institute of Electrical and Electronics Engineers Inc., 2003. p. 311-316 1303926 (RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies).

Résultats de recherche: Chapitre dans un livre, un rapport, des actes de conférences › Contribution à une conférence › Revue par des pairs

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AU - Heremans, R.

AU - Wiilekens, A.

AU - Borghys, D.

AU - Verbeeck, B.

AU - Valckenborgh, J.

AU - Acheroy, M.

AU - Perneel, C.

PY - 2003

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N2 - Two techniques for extracting flooded areas out of RADAR-imagery in a time-efficient way are presented in this paper. The results of the object-oriented classification technique, based on the commercial eCognition software, and the active contour technique, are both obtained on 2 ENVISAT ASAR images; one recorded during a flood period in Flanders on January the 2nd of 2003 and one during a non-flooded region on June the 26th the same year. In both techniques the net flooded result is based on the subtraction of the existing water bodies (i.e. lakes, rivers, canals,...) obtained from the non-flooded reference image, -from the image recorded during the flooded period.

AB - Two techniques for extracting flooded areas out of RADAR-imagery in a time-efficient way are presented in this paper. The results of the object-oriented classification technique, based on the commercial eCognition software, and the active contour technique, are both obtained on 2 ENVISAT ASAR images; one recorded during a flood period in Flanders on January the 2nd of 2003 and one during a non-flooded region on June the 26th the same year. In both techniques the net flooded result is based on the subtraction of the existing water bodies (i.e. lakes, rivers, canals,...) obtained from the non-flooded reference image, -from the image recorded during the flooded period.

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Heremans R, Wiilekens A, Borghys D, Verbeeck B, Valckenborgh J, Acheroy M et al. Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm. Dans Kurnaz S, Ince F, Onbasioglu S, rédacteurs en chef, RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies. Institute of Electrical and Electronics Engineers Inc. 2003. p. 311-316. 1303926. (RAST 2003 - Proceedings of International Conference on Recent Advances in Space Technologies). doi: 10.1109/RAST.2003.1303926

Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm

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