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Real-Time Endmember Extraction on Multicore Processors
IEEE Geoscience and Remote Sensing Letters, 2011In this letter, we discuss the use of multicore processors in the acceleration of endmember extraction algorithms for hyperspectral image unmixing. Specifically, we develop computationally efficient versions of two popular fully automatic endmember extraction algorithms: orthogonal subspace projection and N-FINDR. Our experimental results, based on the
Alfredo Remón +4 more
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Endmember generation by projection pursuit
SPIE Proceedings, 2005Projection pursuit (PP) is an interesting concept, which has been found in many applications. It uses a so-called projection index (PI) as a criterion to seek directions that may lead to interesting findings for data analysts. Unlike the principal components analysis (PCA), which uses variance as a measure to find directions that maximizes data ...
Gregory Solyar +2 more
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Endmember Extraction without prior Number of Endmembers using Barycentric Abundances
2023 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), 2023Gouri Shankar Chetia +1 more
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Finding Endmembers in Hyperspectral Imagery
2016Endmembers, defined as pure signatures, can be used to specify distinct spectral classes of interest in the data, thus providing crucial information in hyperspectral data exploitation. Technically speaking, an endmember is generally considered as a calibrated spectral signature in a data base or spectral library and is not necessarily to be a real data
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Endmember Variability in hyperspectral image unmixing
Variabilité spectrale dans le démélange d'images hyperspectrales La finesse de la résolution spectrale des images hyperspectrales en télédétection permet une analyse précise de la scène observée, mais leur résolution spatiale est limitée, et un pixel acquis par le capteur est souvent un mélange des contributions de différents matériaux.openaire +1 more source
Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2012Ben Somers +2 more
exaly
Endmember variability in Spectral Mixture Analysis: A review
Remote Sensing of Environment, 2011Ben Somers +2 more
exaly

