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ROCK CLASSIFICATION VIA TRANSFER LEARNING IN THE SCOPE OF CHEMCAM RMI IMAGE DATA

Lomashvili, Ana and Rammelkamp, Kristin and Canal, Alexander (2023) ROCK CLASSIFICATION VIA TRANSFER LEARNING IN THE SCOPE OF CHEMCAM RMI IMAGE DATA. Lunar and Planetary Science Conference 2023, 2023-03-13 - 2023-03-17, The Woodlands, US.

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Abstract

Determining main clusters of ChemCam target with RMI images. Classifying the RMI images using transfer learning in those clusters.

Item URL in elib:https://elib.dlr.de/202381/
Document Type:Conference or Workshop Item (Poster)
Title:ROCK CLASSIFICATION VIA TRANSFER LEARNING IN THE SCOPE OF CHEMCAM RMI IMAGE DATA
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Lomashvili, Anaana.lomashvili (at) dlr.dehttps://orcid.org/0009-0005-3157-3316UNSPECIFIED
Rammelkamp, KristinKristin.Rammelkamp (at) dlr.dehttps://orcid.org/0000-0003-4808-0823151577926
Canal, Alexanderalexander.voncanal (at) dlr.deUNSPECIFIEDUNSPECIFIED
Date:March 2023
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Machine Learning, ChemCam, Transfer Learning
Event Title:Lunar and Planetary Science Conference 2023
Event Location:The Woodlands, US
Event Type:international Conference
Event Start Date:13 March 2023
Event End Date:17 March 2023
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Robotics
DLR - Research area:Raumfahrt
DLR - Program:R RO - Robotics
DLR - Research theme (Project):R - OptoRob [RO]
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Optical Sensor Systems > In-Situ Sensing
Deposited By: Lomashvili, Ana
Deposited On:25 Jan 2024 14:07
Last Modified:24 Apr 2024 21:02

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