Built-up Area Detection from a Stereo Pair Using Disparity Information

GONG Jianya; PENG Feifei; WANG Le; WU Huayi

doi:10.13203/j.whugis20150658

Volume 41 Issue 4

Apr. 2016

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Geomatics and Information Science of Wuhan University > 2016 > 41(4): 427-433. > DOI: 10.13203/j.whugis20150658

GONG Jianya, PENG Feifei, WANG Le, WU Huayi. Built-up Area Detection from a Stereo Pair Using Disparity Information[J]. Geomatics and Information Science of Wuhan University, 2016, 41(4): 427-433. DOI: 10.13203/j.whugis20150658

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Built-up Area Detection from a Stereo Pair Using Disparity Information

GONG Jianya^1,2,3,
PENG Feifei^1,,
WANG Le^3,4,
WU Huayi^1,3

1.
State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China;
2.
School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China;
3.
Collaborative Innovation Center of Geospatial Technology, Wuhan 430079, China;
4.
Department of Geography, The State University of New York at Buffalo, Buffalo 14261, USA

Funds: The National Science and Technology Major Project on High Resolution Earth Observation Systems, No.07-Y30B10-9001-14/16.

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Received Date: November 04, 2015
Published Date: April 04, 2016

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Abstract

Abstract

Height gradient values change around their boundary pixels significantly since buildings in built-up areas are often higher than the surroundings. A Stereo Pair Disparity Index(SPDI) image is produced from the disparity image generated from epipolar images of a stereo pair. Built-up area results in an epipolar image are obtained by executing spatial clustering on pixels with high values in the SPDI image, and can be located in the raw image of a stereo pair. However, built-up area results that are separately detected from two images are inconsistent, and cannot be aligned because of the disparity between the homonymous points. To address this problem., the generated disparity images were aligned and overlayed to achieve reliable, consistent results. Experimental results show that built-up areas were identified from two stereo pairs accurately through our method.
- built-up area,
- stereo pair,
- disparity,
- height,
- stereo pair disparity index(SPDI)

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