scholarly journals High-Resolution and Hyperspectral Data Fusion for Classification

10.5772/56944 ◽  
2013 ◽  
Author(s):  
Hina Pande ◽  
Poonam S.
Keyword(s):  
High Resolution ◽  
Data Fusion ◽  
Hyperspectral Data

scholarly journals Resolution Enhancement of Hyperspectral Data Exploiting Real Multi-Platform Data

2020 ◽  
Author(s):  
Rocco Restaino ◽  
Gemine Vivone ◽  
Paolo Addesso ◽  
Daniele Picone ◽  
Jocelyn Chanussot
Keyword(s):  
High Resolution ◽  
Data Fusion ◽  
Resolution Enhancement ◽  
Remotely Sensed ◽  
Hyperspectral Data ◽  
Image Sharpening ◽  
Limited Availability ◽  
The Earth ◽  
Remotely Sensed Images

Multi-platform data introduce new possibilities in the context of data fusion, as they allow to exploit several remotely sensed images acquired by different combinations of sensors. This scenario is particularly interesting for the sharpening of hyperspectral (HS) images, due to the limited availability of high-resolution (HR) sensors mounted onboard of the same platform as that of the HS device. However, the differences in the acquisition geometry and the nonsimultaneity of this kind of observations introduce further difficulties whose effects have to be taken into account in the design of data fusion algorithms. In this study, we present the most widespread HS image sharpening techniques and assess their performances by testing them over real acquisitions taken by the Earth Observing-1 (EO-1) and the WorldView-3 (WV3) satellites. We also highlight the difficulties arising from the use of multi-platform data and, at the same time, the benefits achievable through this approach.

Terrestrial lidar and hyperspectral data fusion products for geological outcrop analysis

2013 ◽  
Vol 54 ◽  
pp. 249-258 ◽  
Author(s):  
Simon J. Buckley ◽  
Tobias H. Kurz ◽  
John A. Howell ◽  
Danilo Schneider
Keyword(s):  
Data Fusion ◽  
Hyperspectral Data ◽  
Terrestrial Lidar ◽  
Fusion Products

Synthetic data generation of high-resolution hyperspectral data using DIRSIG

2007 ◽  
Author(s):  
Marek K. Jakubowski ◽  
David Pogorzala ◽  
Timothy J. Hattenberger ◽  
Scott D. Brown ◽  
John R. Schott
Keyword(s):  
High Resolution ◽  
Synthetic Data ◽  
Hyperspectral Data ◽  
Data Generation ◽  
Synthetic Data Generation

Data fusion in buildings: Synthesis of high-resolution IEQ and occupant tracking data

2021 ◽  
pp. 146047
Author(s):  
Brett Pollard ◽  
Fabian Held ◽  
Lina Engelen ◽  
Lauren Powell ◽  
Richard de Dear
Keyword(s):  
High Resolution ◽  
Data Fusion ◽  
Tracking Data

scholarly journals High-resolution gravity and geoid models in Tahiti obtained from new airborne and land gravity observations: data fusion by spectral combination

2015 ◽  
Vol 67 (1) ◽  
Author(s):  
Hsuan-Chang Shih ◽  
Cheinway Hwang ◽  
Jean-Pierre Barriot ◽  
Maxime Mouyen ◽  
Pascal Corréia ◽  
...  
Keyword(s):  
High Resolution ◽  
Data Fusion
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