Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM)

Wenzhi Zhao; Yanchen Bo; Jiage Chen; Dirk Tiede; Blaschke Thomas; William J. Emery

doi:10.1016/j.isprsjprs.2019.03.019

Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM)

Wenzhi Zhao, Yanchen Bo^*, Jiage Chen, Dirk Tiede, Blaschke Thomas, William J. Emery

^*Corresponding author for this work

Geoinformatics

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	237-250
Number of pages	14
Journal	ISPRS Journal of Photogrammetry and Remote Sensing
Volume	151
Issue number	March
DOIs	https://doi.org/10.1016/j.isprsjprs.2019.03.019
Publication status	Published - 1 May 2019

Keywords

Data fusion
Deep learning
High-resolution imagery
OpenStreetMap (OSM)
Semantic classification
Urban scene recognition
urban scene recognition
semantic classification

Fields of Science and Technology Classification 2012

105 Geosciences

Access to Document

10.1016/j.isprsjprs.2019.03.019

Cite this

@article{f186ccd4314f43b6ba5a3fecde161387,

title = "Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM)",

keywords = "Data fusion, Deep learning, High-resolution imagery, OpenStreetMap (OSM), Semantic classification, Urban scene recognition, urban scene recognition, semantic classification",

author = "Wenzhi Zhao and Yanchen Bo and Jiage Chen and Dirk Tiede and Blaschke Thomas and Emery, {William J.}",

year = "2019",

month = may,

day = "1",

doi = "10.1016/j.isprsjprs.2019.03.019",

language = "English",

volume = "151",

pages = "237--250",

journal = "ISPRS Journal of Photogrammetry and Remote Sensing",

issn = "0924-2716",

publisher = "Elsevier B.V.",

number = "March",

}

TY - JOUR

T1 - Exploring semantic elements for urban scene recognition

T2 - Deep integration of high-resolution imagery and OpenStreetMap (OSM)

AU - Zhao, Wenzhi

AU - Bo, Yanchen

AU - Chen, Jiage

AU - Tiede, Dirk

AU - Thomas, Blaschke

AU - Emery, William J.

PY - 2019/5/1

Y1 - 2019/5/1

KW - Data fusion

KW - Deep learning

KW - High-resolution imagery

KW - OpenStreetMap (OSM)

KW - Semantic classification

KW - Urban scene recognition

KW - urban scene recognition

KW - semantic classification

UR - http://www.scopus.com/inward/record.url?scp=85063528424&partnerID=8YFLogxK

UR - https://linkinghub.elsevier.com/retrieve/pii/S0924271619300887

UR - http://www.mendeley.com/research/exploring-semantic-elements-urban-scene-recognition-deep-integration-highresolution-imagery-openstre

U2 - 10.1016/j.isprsjprs.2019.03.019

DO - 10.1016/j.isprsjprs.2019.03.019

M3 - Article

AN - SCOPUS:85063528424

SN - 0924-2716

VL - 151

SP - 237

EP - 250

JO - ISPRS Journal of Photogrammetry and Remote Sensing

JF - ISPRS Journal of Photogrammetry and Remote Sensing

IS - March

ER -

Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM)

Keywords

Fields of Science and Technology Classification 2012

Access to Document

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