Characterization and extraction of building layovers in urban areas using high resolution SAR imagery

Bin Liu; Florence Tupin; Xingzhao Liu; Wenxian Yu

doi:10.1109/IGARSS.2013.6721304

Characterization and extraction of building layovers in urban areas using high resolution SAR imagery

Bin Liu, Florence Tupin, Xingzhao Liu, Wenxian Yu

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

Abstract

In this paper, we present an image processing chain that can interpret high resolution synthetic aperture radar (SAR) imagery for building layover characterization and extraction in urban areas. It is composed of three main parts - generation of hint areas, generation of superpixels, and optimized cut of layovers via superpixel merging. The proposed framework is complete, and flexibly integrates necessary information, both area and boundary, for building layover extraction; the experimental results show that its performance is promising.

Original language	English
Title of host publication	2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings
Pages	895-898
Number of pages	4
DOIs	https://doi.org/10.1109/IGARSS.2013.6721304
Publication status	Published - 1 Dec 2013
Externally published	Yes
Event	2013 33rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Melbourne, VIC, Australia Duration: 21 Jul 2013 → 26 Jul 2013

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Conference

Conference	2013 33rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013
Country/Territory	Australia
City	Melbourne, VIC
Period	21/07/13 → 26/07/13

Keywords

High resolution
SAR imagery
building layover extraction
superpixel

Access to Document

10.1109/IGARSS.2013.6721304

Cite this

Liu, B., Tupin, F., Liu, X., & Yu, W. (2013). Characterization and extraction of building layovers in urban areas using high resolution SAR imagery. In 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings (pp. 895-898). Article 6721304 (International Geoscience and Remote Sensing Symposium (IGARSS)). https://doi.org/10.1109/IGARSS.2013.6721304

@inproceedings{b2b1a60a6cde4af6b7472ee5383a0cda,

title = "Characterization and extraction of building layovers in urban areas using high resolution SAR imagery",

abstract = "In this paper, we present an image processing chain that can interpret high resolution synthetic aperture radar (SAR) imagery for building layover characterization and extraction in urban areas. It is composed of three main parts - generation of hint areas, generation of superpixels, and optimized cut of layovers via superpixel merging. The proposed framework is complete, and flexibly integrates necessary information, both area and boundary, for building layover extraction; the experimental results show that its performance is promising.",

keywords = "High resolution, SAR imagery, building layover extraction, superpixel",

author = "Bin Liu and Florence Tupin and Xingzhao Liu and Wenxian Yu",

year = "2013",

month = dec,

day = "1",

doi = "10.1109/IGARSS.2013.6721304",

language = "English",

isbn = "9781479911141",

series = "International Geoscience and Remote Sensing Symposium (IGARSS)",

pages = "895--898",

booktitle = "2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings",

note = "2013 33rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 ; Conference date: 21-07-2013 Through 26-07-2013",

}

Liu, B, Tupin, F, Liu, X & Yu, W 2013, Characterization and extraction of building layovers in urban areas using high resolution SAR imagery. in 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings., 6721304, International Geoscience and Remote Sensing Symposium (IGARSS), pp. 895-898, 2013 33rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, VIC, Australia, 21/07/13. https://doi.org/10.1109/IGARSS.2013.6721304

Characterization and extraction of building layovers in urban areas using high resolution SAR imagery. / Liu, Bin; Tupin, Florence; Liu, Xingzhao et al.
2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings. 2013. p. 895-898 6721304 (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

TY - GEN

T1 - Characterization and extraction of building layovers in urban areas using high resolution SAR imagery

AU - Liu, Bin

AU - Tupin, Florence

AU - Liu, Xingzhao

AU - Yu, Wenxian

PY - 2013/12/1

Y1 - 2013/12/1

N2 - In this paper, we present an image processing chain that can interpret high resolution synthetic aperture radar (SAR) imagery for building layover characterization and extraction in urban areas. It is composed of three main parts - generation of hint areas, generation of superpixels, and optimized cut of layovers via superpixel merging. The proposed framework is complete, and flexibly integrates necessary information, both area and boundary, for building layover extraction; the experimental results show that its performance is promising.

AB - In this paper, we present an image processing chain that can interpret high resolution synthetic aperture radar (SAR) imagery for building layover characterization and extraction in urban areas. It is composed of three main parts - generation of hint areas, generation of superpixels, and optimized cut of layovers via superpixel merging. The proposed framework is complete, and flexibly integrates necessary information, both area and boundary, for building layover extraction; the experimental results show that its performance is promising.

KW - High resolution

KW - SAR imagery

KW - building layover extraction

KW - superpixel

U2 - 10.1109/IGARSS.2013.6721304

DO - 10.1109/IGARSS.2013.6721304

M3 - Conference contribution

AN - SCOPUS:84894265674

SN - 9781479911141

T3 - International Geoscience and Remote Sensing Symposium (IGARSS)

SP - 895

EP - 898

BT - 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013 - Proceedings

T2 - 2013 33rd IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013

Y2 - 21 July 2013 through 26 July 2013

ER -

Characterization and extraction of building layovers in urban areas using high resolution SAR imagery

Abstract

Publication series

Conference

Keywords

Access to Document

Fingerprint

Cite this