Road extraction from high-resolution airborne SAR using operator fusion

Konrad Lang; Reinhold Huber

doi:10.1109/igarss.2001.978172

Road extraction from high-resolution airborne SAR using operator fusion

Konrad Lang, Reinhold Huber

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Abstract

Extraction of roads from high-resolution airborne X-band SAR data is described. The method employs identification of regions of interest, followed by fusion of basic road feature detectors and is complemented by a higher level road model. Identification of regions of interest employs a significance test for the local coefficient of variation. In regions of interest a road feature detector provides a road score through fusion of functions for road edge presence and road center continuity. Finally, an active contour model which is optimized by a genetic algorithm is applied to the fused imag

Originalsprache	englisch
Titel	IGARSS 2001. Scanning the Present and Resolving the Future
Untertitel	Proceedings
Seiten	2813-2815
Band	6
DOIs	https://doi.org/10.1109/igarss.2001.978172
Publikationsstatus	Veröffentlicht - Feb. 2001
Extern publiziert	Ja
Veranstaltung	IEEE 2001 International Geoscience and Remote Sensing Symposium: IGARSS 2001 - Sydney, Australien Dauer: 9 Juli 2001 → 13 Juli 2001

Konferenz

Konferenz	IEEE 2001 International Geoscience and Remote Sensing Symposium
Kurztitel	IGARSS 2001
Land/Gebiet	Australien
Ort	Sydney
Zeitraum	9/07/01 → 13/07/01

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10.1109/igarss.2001.978172

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http://dx.doi.org/10.1109/igarss.2001.978172

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title = "Road extraction from high-resolution airborne SAR using operator fusion",

abstract = "Extraction of roads from high-resolution airborne X-band SAR data is described. The method employs identification of regions of interest, followed by fusion of basic road feature detectors and is complemented by a higher level road model. Identification of regions of interest employs a significance test for the local coefficient of variation. In regions of interest a road feature detector provides a road score through fusion of functions for road edge presence and road center continuity. Finally, an active contour model which is optimized by a genetic algorithm is applied to the fused imag",

author = "Konrad Lang and Reinhold Huber",

year = "2001",

month = feb,

doi = "10.1109/igarss.2001.978172",

language = "English",

isbn = "0-7803-7031-7",

volume = "6",

pages = "2813--2815",

booktitle = "IGARSS 2001. Scanning the Present and Resolving the Future",

note = "IEEE 2001 International Geoscience and Remote Sensing Symposium : IGARSS 2001, IGARSS 2001 ; Conference date: 09-07-2001 Through 13-07-2001",

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TY - GEN

T1 - Road extraction from high-resolution airborne SAR using operator fusion

AU - Lang, Konrad

AU - Huber, Reinhold

PY - 2001/2

Y1 - 2001/2

N2 - Extraction of roads from high-resolution airborne X-band SAR data is described. The method employs identification of regions of interest, followed by fusion of basic road feature detectors and is complemented by a higher level road model. Identification of regions of interest employs a significance test for the local coefficient of variation. In regions of interest a road feature detector provides a road score through fusion of functions for road edge presence and road center continuity. Finally, an active contour model which is optimized by a genetic algorithm is applied to the fused imag

AB - Extraction of roads from high-resolution airborne X-band SAR data is described. The method employs identification of regions of interest, followed by fusion of basic road feature detectors and is complemented by a higher level road model. Identification of regions of interest employs a significance test for the local coefficient of variation. In regions of interest a road feature detector provides a road score through fusion of functions for road edge presence and road center continuity. Finally, an active contour model which is optimized by a genetic algorithm is applied to the fused imag

UR - http://dx.doi.org/10.1109/igarss.2001.978172

U2 - 10.1109/igarss.2001.978172

DO - 10.1109/igarss.2001.978172

M3 - Conference paper

SN - 0-7803-7031-7

VL - 6

SP - 2813

EP - 2815

BT - IGARSS 2001. Scanning the Present and Resolving the Future

T2 - IEEE 2001 International Geoscience and Remote Sensing Symposium

Y2 - 9 July 2001 through 13 July 2001

ER -

Road extraction from high-resolution airborne SAR using operator fusion

Abstract

Konferenz

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