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Geometric and reflectance signature characterization of complex canopies using hyperspectral stereoscopic images from uav and terrestrial platforms
(2016-01-01)
Light-weight hyperspectral frame cameras represent novel developments in remote sensing technology. With frame camera technology, when capturing images with stereoscopic overlaps, it is possible to derive 3D hyperspectral ...
Generating a hyperspectral digital surface model using a hyperspectral 2D frame camera
(2019-01-01)
Miniaturised 2D frame format hyperspectral camera technology that is suitable for small unmanned aerial vehicles (UAVs) has entered the market, making the generation of hyperspectral digital surface models (HDSMs) feasible. ...
Nature-Inspired Framework for Hyperspectral Band Selection
(Institute of Electrical and Electronics Engineers (IEEE), 2014-04-01)
Although hyperspectral images acquired by on-board satellites provide information from a wide range of wavelengths in the spectrum, the obtained information is usually highly correlated. This paper proposes a novel framework ...
Hyperspectral Data Classification Using Extended Extinction Profiles
(IEEE-Inst Electrical Electronics Engineers IncPiscataway, 2016)
Dimensionality reduction via an orthogonal autoencoder approach for hyperspectral image classification
(The International Society for Photogrammetry and Remote SensingDE, 2020)
Nowadays, the increasing amount of information provided by hyperspectral sensors requires optimal solutions to ease the subsequent analysis of the produced data. A common issue in this matter relates to the hyperspectral ...
Hyperspectral Data Classification Improved By Minimum Spanning Forests
(Spie-Soc Photo-Optical Instrumentation EngineersBellingham, 2016)
Impact of reduction of radiometric resolution in hyperspectral images acquired over forest field
(2018-09-20)
The objective of this study was to evaluate the impact of reducing the radiometric information of hyperspectral images. The image data was collected originally with 32 bits and rescaled to 8 and 16 bit/pixel. The images ...
Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes
(2017-12-01)
A recent revolution in miniaturised sensor technology has provided markets with novel hyperspectral imagers operating in the frame format principle. In the case of unmanned aerial vehicle (UAV) based remote sensing, the ...
Hyperspectral Data Classification Improved By Minimum Spanning Forests
(SPIE-SOC PHOTO-OPTICAL INSTRUMENTATION ENGINEERSBELLINGHAM, 2016)