CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA

Wei Hsin Tseng; Hoang An Lê; Alexandre Boulch; Sebastien Lefèvre; Dirk Tiede

doi:10.5194/isprs-annals-V-2-2022-415-2022

CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA

Wei Hsin Tseng, Hoang An Lê, Alexandre Boulch, Sebastien Lefèvre, Dirk Tiede

Geoinformatics

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	415-421
Number of pages	7
Journal	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Volume	5
Issue number	2
DOIs	https://doi.org/10.5194/isprs-annals-V-2-2022-415-2022
Publication status	Published - 17 May 2022
Event	2022 24th ISPRS Congress on Imaging Today, Foreseeing Tomorrow, Commission II - Nice, France Duration: 6 Jun 2022 → 11 Jun 2022

Bibliographical note

Publisher Copyright:
© 2022 W.-H. Tseng et al.

Keywords

Aerial Imagery
Contrastive Learning
Data fusion
DEM
Localization

Fields of Science and Technology Classification 2012

107 Other Natural Sciences

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.5194/isprs-annals-V-2-2022-415-2022

Cite this

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title = "CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA",

keywords = "Aerial Imagery, Contrastive Learning, Data fusion, DEM, Localization",

author = "Tseng, {Wei Hsin} and L{\^e}, {Hoang An} and Alexandre Boulch and Sebastien Lef{\`e}vre and Dirk Tiede",

note = "Publisher Copyright: {\textcopyright} 2022 W.-H. Tseng et al.; 2022 24th ISPRS Congress on Imaging Today, Foreseeing Tomorrow, Commission II ; Conference date: 06-06-2022 Through 11-06-2022",

year = "2022",

month = may,

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doi = "10.5194/isprs-annals-V-2-2022-415-2022",

language = "English",

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pages = "415--421",

number = "2",

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TY - JOUR

T1 - CROCO

T2 - 2022 24th ISPRS Congress on Imaging Today, Foreseeing Tomorrow, Commission II

AU - Tseng, Wei Hsin

AU - Lê, Hoang An

AU - Boulch, Alexandre

AU - Lefèvre, Sebastien

AU - Tiede, Dirk

PY - 2022/5/17

Y1 - 2022/5/17

KW - Aerial Imagery

KW - Contrastive Learning

KW - Data fusion

KW - DEM

KW - Localization

UR - http://www.scopus.com/inward/record.url?scp=85132293844&partnerID=8YFLogxK

U2 - 10.5194/isprs-annals-V-2-2022-415-2022

DO - 10.5194/isprs-annals-V-2-2022-415-2022

M3 - Conference article

AN - SCOPUS:85132293844

SN - 2194-9042

VL - 5

SP - 415

EP - 421

JO - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

JF - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

IS - 2

Y2 - 6 June 2022 through 11 June 2022

ER -

CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA

Bibliographical note

Keywords

Fields of Science and Technology Classification 2012

UN SDGs

Access to Document

Other files and links

CDE: Copernicus Master in Digital Earth

Cite this

CROCO: CROSS-MODAL CONTRASTIVE LEARNING FOR LOCALIZATION OF EARTH OBSERVATION DATA

Bibliographical note

Keywords

Fields of Science and Technology Classification 2012

UN SDGs

Access to Document

Other files and links

Projects

CDE: Copernicus Master in Digital Earth

Cite this