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IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 03/2013, Volume 51, Issue 3, pp. 1655 - 1665
Journal Article
ISPRS Journal of Photogrammetry and Remote Sensing, ISSN 0924-2716, 04/2017, Volume 126, pp. 108 - 119
...). Endmembers are the input of many spectral unmixing algorithms. Hence, in this paper, endmember extraction from hyperspectral image is regarded as a combinational... 
Discrete firefly algorithm (DFA) | Hyperspectral image | Endmember extraction | Remote sensing | GEOGRAPHY, PHYSICAL | GEOSCIENCES, MULTIDISCIPLINARY | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | Algorithms | Copper oxide | Analysis | Cuprite | Marine sciences
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 09/2006, Volume 44, Issue 9, pp. 2601 - 2616
Independent component analysis (ICA) has shown success in many applications. This paper investigates a new application of the ICA in endmember extraction and abundance quantification for hyperspectral imagery... 
Hyperspectral sensors | Image processing | initialization driven-based IC prioritization algorithm (ID-ICPA) | abundance quantification | Independent component analysis | ICA-based endmember extraction algorithm (ICA-EEA) | Remote sensing | Spectral analysis | FastICA | independent component analysis (ICA)-based abundance quantification algorithm (ICA-AQA) | Image analysis | Signal processing algorithms | virtual dimensionality (VD) | high-order statistics-based independent component (IC) prioritization algorithm (HOS-ICPA) | endmember extraction | Spatial resolution | Pixel | IC prioritization | Hyperspectral imaging | Abundance-constrained linear spectral mixture analysis (ACLSMA) | Abundance quantification | Endmember extraction | High-order statistics-based independent component (IC) prioritization algorithm (HOS-ICPA) | ALGORITHM | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | high-order statistics-based independent component IQ prioritization algorithm (HOS-ICPA) | abundance-constrained linear spectral mixture analysis (ACLSMA) | ENGINEERING, ELECTRICAL & ELECTRONIC | GEOCHEMISTRY & GEOPHYSICS | REMOTE SENSING | initialization driven-based IC | prioritization algorithm (ID-ICPA) | MIXTURE ANALYSIS | Principal components analysis | Usage | Algorithms | Research | Data mining | Methods | Studies | Least squares method | Images | Abundance | Extraction | Imagery | Statistics
Journal Article
ISPRS Journal of Photogrammetry and Remote Sensing, ISSN 0924-2716, 09/2017, Volume 131, pp. 147 - 159
... and enlarges the divergences between pairwise pixels. Second, the RKADA transfers the pure endmember extraction problem into an optimization problem by minimizing residual errors with the Huber loss function... 
Archetypal analysis | Robust kernel archetypoid analysis | Pure pixels | Hyperspectral imagery | Endmember extraction | ALGORITHM | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | COMPONENT ANALYSIS | GEOGRAPHY, PHYSICAL | GEOSCIENCES, MULTIDISCIPLINARY | REMOTE SENSING | OPTIMIZATION | SPARSE REGRESSION | Analysis | Remote sensing | Algorithms
Journal Article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, ISSN 1939-1404, 04/2017, Volume 10, Issue 4, pp. 1247 - 1255
Journal Article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, ISSN 1939-1404, 06/2014, Volume 7, Issue 6, pp. 2004 - 2015
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 11/2011, Volume 49, Issue 11, pp. 4223 - 4238
Journal Article
Remote sensing (Basel, Switzerland), ISSN 2072-4292, 2017, Volume 9, Issue 3, p. 197
The endmember extraction algorithm, which selects a collection of pure signature spectra for different materials, plays an important role in hyperspectral unmixing... 
Hyperspectral image | Quantum-behaved particle swarm optimization (QPSO) | Endmember extraction | Quantum-behaved | REMOTE SENSING | Quantum-Behaved Particle Swarm Optimization (QPSO) | hyperspectral image | quantum-behaved | endmember extraction | SPARSE REGRESSION | SELECTION | Swarm intelligence | Algorithms | Mutation | Optimization
Journal Article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, ISSN 1939-1404, 06/2015, Volume 8, Issue 6, pp. 2607 - 2617
... identification of materials and the estimation of physical parameters. Although many endmember extraction algorithms have been proposed for hyperspectral data sets which extract/select... 
Algorithm design and analysis | Clustering algorithms | Materials | hyperspectral image | spectral variability | Vectors | Indexes | Data mining | endmember extraction | Endmember bundles | Hyperspectral imaging | VARIABILITY | GEOGRAPHY, PHYSICAL | REMOTE SENSING | DISCRIMINANT-ANALYSIS | CLASSIFICATION | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | SELECTION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
ISPRS Journal of Photogrammetry and Remote Sensing, ISSN 0924-2716, 06/2017, Volume 128, pp. 27 - 39
...) has been presented to extract endmembers from Hyperspectral Imagery (HSI). First, the method integrates the liner spectral mixture model with the Bayesian framework and it formulates endmember extraction into a Bayesian inference problem... 
Nonnegative matrix fraction | Parameter subspace clustering constraint | Poisson distribution | Endmember extraction | Bayesian framework | LAND-COVER | INFORMATION | FAST ALGORITHM | CLASSIFICATION | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | COMPONENT ANALYSIS | ABUNDANCE | GEOGRAPHY, PHYSICAL | GEOSCIENCES, MULTIDISCIPLINARY | REMOTE SENSING | Remote sensing | Methods
Journal Article
Sensors (Basel, Switzerland), ISSN 1424-8220, 2019, Volume 19, Issue 3, p. 598
.... In recent years, the ant colony optimization (ACO) algorithm has been developed for endmember extraction from hyperspectral data, which was regarded as a combinatorial optimization problem... 
Hyperspectral images | Parallel computing | Ant colony optimization (aco) | Endmember extraction | Multi-gpu | ELECTROCHEMISTRY | CHEMISTRY, ANALYTICAL | INSTRUMENTS & INSTRUMENTATION | multi-GPU | IMPLEMENTATION | SPECTRAL MIXTURE ANALYSIS | endmember extraction | hyperspectral images | parallel computing | ant colony optimization (ACO)
Journal Article
Optik - International Journal for Light and Electron Optics, ISSN 0030-4026, 12/2015, Volume 126, Issue 23, pp. 4424 - 4431
.... To address these two problems, we proposed the border data extraction method based on Support Vector Data Description (SVDD... 
SVDD | Endmember extraction | N-FINDR | Hyperspectral remote sensing | Near border set | CLASSIFICATION | ALGORITHMS | OPTICS | Analysis | Algorithms
Journal Article