Combining Deep and Shallow Neural Networks with ad hoc Detectors for the Classification of Complex Multi-modal Urban Scenes

Cerra, Daniele and Figueiredo Vaz Pato, Miguel and Carmona, Emiliano and Azimi, Seyedmajid and Tian, Jiaojiao and Bahmanyar, Reza and Kurz, Franz and Vig, Eleonora and Bittner, Ksenia and Henry, Corentin and d'Angelo, Pablo and Müller, Rupert and Alonso, Kevin and Fischer, Peter and Reinartz, Peter (2018) Combining Deep and Shallow Neural Networks with ad hoc Detectors for the Classification of Complex Multi-modal Urban Scenes. In: International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 2018-07-23 - 2018-07-27, Valencia, Spanien. doi: 10.1109/igarss.2018.8517699.

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Official URL: https://www.igarss2018.org/

Item URL in elib:

https://elib.dlr.de/120750/

Document Type:

Conference or Workshop Item (Speech)

Title:

Combining Deep and Shallow Neural Networks with ad hoc Detectors for the Classification of Complex Multi-modal Urban Scenes

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Cerra, Daniele	daniele.cerra (at) dlr.de	https://orcid.org/0000-0003-2984-8315	UNSPECIFIED
Figueiredo Vaz Pato, Miguel	Miguel.FigueiredoVazPato (at) dlr.de	https://orcid.org/0000-0003-0111-0861	UNSPECIFIED
Carmona, Emiliano	emiliano.carmona (at) dlr.de	https://orcid.org/0009-0008-8998-7310	UNSPECIFIED
Azimi, Seyedmajid	Seyedmajid.Azimi (at) dlr.de	UNSPECIFIED	UNSPECIFIED
Tian, Jiaojiao	jiaojiao.tian (at) dlr.de	https://orcid.org/0000-0002-8407-5098	UNSPECIFIED
Bahmanyar, Reza	reza.bahmanyar (at) dlr.de	UNSPECIFIED	UNSPECIFIED
Kurz, Franz	Franz.Kurz (at) dlr.de	https://orcid.org/0000-0003-1718-0004	UNSPECIFIED
Vig, Eleonora	eleonora.vig (at) dlr.de	UNSPECIFIED	UNSPECIFIED
Bittner, Ksenia	Ksenia.Bittner (at) dlr.de	https://orcid.org/0000-0002-4048-3583	UNSPECIFIED
Henry, Corentin	Corentin.henry (at) dlr.de	https://orcid.org/0000-0002-4330-3058	UNSPECIFIED
d'Angelo, Pablo	pablo.angelo (at) dlr.de	https://orcid.org/0000-0001-8541-3856	UNSPECIFIED
Müller, Rupert	Rupert.Mueller (at) dlr.de	https://orcid.org/0000-0002-3288-5814	UNSPECIFIED
Alonso, Kevin	Kevin.AlonsoGonzalez (at) dlr.de	https://orcid.org/0000-0003-2469-8290	UNSPECIFIED
Fischer, Peter	Peter.Fischer (at) dlr.de	UNSPECIFIED	UNSPECIFIED
Reinartz, Peter	peter.reinartz (at) dlr.de	https://orcid.org/0000-0002-8122-1475	UNSPECIFIED

Date:

July 2018

Journal or Publication Title:

International Geoscience and Remote Sensing Symposium (IGARSS)

Refereed publication:

Yes

Open Access:

Yes

Gold Open Access:

In SCOPUS:

Yes

In ISI Web of Science:

DOI:

10.1109/igarss.2018.8517699

Page Range:

pp. 1-4

Status:

Published

Keywords:

Neural Networks, ad hoc detectors, Multi-modal urban scenes

Event Title:

IGARSS 2018

Event Location:

Valencia, Spanien

Event Type:

international Conference

Event Start Date:

23 July 2018

Event End Date:

27 July 2018

HGF - Research field:

Aeronautics, Space and Transport

HGF - Program:

Space

HGF - Program Themes:

Earth Observation

DLR - Research area:

Raumfahrt

DLR - Program:

R EO - Earth Observation

DLR - Research theme (Project):

R - Vorhaben hochauflösende Fernerkundungsverfahren (old)

Location:

Oberpfaffenhofen

Institutes and Institutions:

Remote Sensing Technology Institute > Photogrammetry and Image Analysis

Deposited By:

Zielske, Mandy

Deposited On:

03 Jul 2018 18:25

Last Modified:

24 Apr 2024 20:24

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