Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks

Alexandra Dunaeva

doi:10.1109/SIBIRCON48586.2019.8958117

Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks

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

Original language	English
Title of host publication	SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	557-559
Number of pages	3
ISBN (Electronic)	9781728144016
DOIs	https://doi.org/10.1109/SIBIRCON48586.2019.8958117
Publication status	Published - Oct 2019
Event	2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019 - Novosibirsk, Russian Federation Duration: 21 Oct 2019 → 27 Oct 2019

Publication series

Name	SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

Conference

Conference	2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019
Country/Territory	Russian Federation
City	Novosibirsk
Period	21/10/2019 → 27/10/2019

Keywords

building detection
convolutional neural networks
ICT-Net
image segmentation
remote sensing
satellite stereo imagery

ASJC Scopus subject areas

Computer Science Applications
Hardware and Architecture
Information Systems and Management
Electrical and Electronic Engineering
Control and Optimization
Instrumentation
Computer Networks and Communications

Access to Document

10.1109/SIBIRCON48586.2019.8958117

Cite this

Dunaeva, A. (2019). Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks. In SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings (pp. 557-559). [8958117] (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON48586.2019.8958117

Dunaeva, Alexandra. / Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks. SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 557-559 (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

@inproceedings{9711f62052d1419097e0d7a5f94441de,

title = "Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks",

keywords = "building detection, convolutional neural networks, ICT-Net, image segmentation, remote sensing, satellite stereo imagery",

author = "Alexandra Dunaeva",

year = "2019",

month = oct,

doi = "10.1109/SIBIRCON48586.2019.8958117",

language = "English",

series = "SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "557--559",

booktitle = "SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings",

address = "United States",

note = "2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019 ; Conference date: 21-10-2019 Through 27-10-2019",

}

Dunaeva, A 2019, Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks. in SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings., 8958117, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 557-559, 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019, Novosibirsk, Russian Federation, 21/10/2019. https://doi.org/10.1109/SIBIRCON48586.2019.8958117

Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks. / Dunaeva, Alexandra.
SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 557-559 8958117 (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

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

TY - GEN

T1 - Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks

AU - Dunaeva, Alexandra

PY - 2019/10

Y1 - 2019/10

KW - building detection

KW - convolutional neural networks

KW - ICT-Net

KW - image segmentation

KW - remote sensing

KW - satellite stereo imagery

UR - http://www.scopus.com/inward/record.url?scp=85079078318&partnerID=8YFLogxK

U2 - 10.1109/SIBIRCON48586.2019.8958117

DO - 10.1109/SIBIRCON48586.2019.8958117

M3 - Conference contribution

AN - SCOPUS:85079078318

T3 - SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

SP - 557

EP - 559

BT - SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019

Y2 - 21 October 2019 through 27 October 2019

ER -

Dunaeva A. Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks. In SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 557-559. 8958117. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). doi: 10.1109/SIBIRCON48586.2019.8958117

Building Footprint Extraction from Stereo Satellite Imagery Using Convolutional Neural Networks

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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