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Optics and Radar Image Fusion

Reulke, Ralf and Giaquinto, Gianluca and Giovenco, Marcello (2013) Optics and Radar Image Fusion. 7th International Conference on Sensing Technology, Wellington, Neuseeland. (In Press)

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Abstract

Optical and Radar images cover two distinct aspects in the satellite image analysis. Optical images giving more semantic information derived e.g. from multispectral data, while the radar being more versatile due to independence on cloudy and night scenes. Due to the different detection methods can expect that the fusion of these different data types can lead to improvements in the overall information from the observed scene. We define, that the information content (IC) of a set of (multispectral) images can be optimally derived from the data, if spatial and spectral resolution is adequate to the task that has to be solved. Furthermore the information is masked by typical sensor smear and noise. Thus the information, which can be derived from remote sensing imagery, depends on the system performance or image quality (IQ). By the additional use of radar data (e.g. for classification), often no significant improvement in the result is visible. Thus, we expect a drastic improvement of IC in the fused image, if the IQ of the two sets is comparable. This can be also analyzed in terms of image quality (IQ) for the fused data. The main purpose of this contribution is to achieve a number representing IQ, as e.g. the National Image Interpretability Rating Scale (NIIRS). The chosen fusion algorithm was the Principal Component Analysis (PCA) applied and validate on different area sets in Germany.

Item URL in elib:https://elib.dlr.de/87577/
Document Type:Conference or Workshop Item (Speech)
Title:Optics and Radar Image Fusion
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Reulke, RalfUNSPECIFIEDUNSPECIFIED
Giaquinto, GianlucaUNSPECIFIEDUNSPECIFIED
Giovenco, MarcelloUNSPECIFIEDUNSPECIFIED
Date:December 2013
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:In Press
Keywords:Optical and Radar sensors, sensor and data fusion, image Quality, NIIRS
Event Title:7th International Conference on Sensing Technology
Event Location:Wellington, Neuseeland
Event Type:international Conference
Organizer:Massey University
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben Optische Sensorik - Theorie, Kalibration (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Optical Sensor Systems
Deposited By: Dombrowski, Ute
Deposited On:15 Jan 2014 13:26
Last Modified:08 May 2014 23:31

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