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Deep learning framework based on Spectral and Spatial properties for Land-Cover Classification using Landsat Hyperspectral Images



Low-Rank Subspace Unmixing of Remotely Sensed Hyperspectral Image


Fractional Abundances sentence examples within Respective Fractional Abundances



LSTM-DNN Based Autoencoder Network for Nonlinear Hyperspectral Image Unmixing



Multi-GPU Based Parallel Design of the Ant Colony Optimization Algorithm for Endmember Extraction from Hyperspectral Images


Fractional Abundances sentence examples within Estimated Fractional Abundances



Hypergraph Learning and Reweighted $\ell _1$-Norm Minimization for Hyperspectral Unmixing



Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing




Fractional Abundances sentence examples within Compound Fractional Abundances



Revised fractional abundances and warm-season temperatures substantially improve brGDGT calibrations in lake sediments



Revised fractional abundances and warm-season temperatures substantially improve brGDGT calibrations in lake sediments



Increased Sensitivity of Detection of RASSF1A and GSTP1 DNA Fragments in Serum of Prostate Cancer Patients: Optimisation of Diagnostics Using OBBPA-ddPCR


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10.17762/TURCOMAT.V12I9.3564

Deep learning framework based on Spectral and Spatial properties for Land-Cover Classification using Landsat Hyperspectral Images



Single-cell profiling of environmental enteropathy reveals signatures of epithelial remodeling and immune activation in severe disease


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10.1088/1757-899X/1084/1/012041

Joint Sparsity and Total Variation Based Unmixing of Mixed Noise



LSTM-DNN Based Autoencoder Network for Nonlinear Hyperspectral Image Unmixing



Using reflectance spectroscopy and Advanced Spaceborne Thermal Emission and Reflection Radiometer data to identify bauxite deposits in vicinity of Az Zabirah, northern Saudi Arabia



Cyclopropenone (c-C3H2O) as a Tracer of the Nonequilibrium Chemistry Mediated by Galactic Cosmic Rays in Interstellar Ices


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10.5194/egusphere-egu21-8362

Revised brGDGT fractional abundances and warm-season temperatures strengthen relationships between brGDGTs and environmental variables


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10.1051/0004-6361/202140655

First survey of HCNH+ in high-mass star-forming cloud cores



Using Stable Isotope Probing and Raman Microspectroscopy to measure growth rates of heterotrophic bacteria.


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10.1109/IGARSS47720.2021.9554953

Low-Rank Subspace Unmixing of Remotely Sensed Hyperspectral Image


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10.1103/PhysRevD.103.083512

Mechanisms of producing primordial black holes by breaking the SU(2, 1)/SU(2)×U(1) symmetry



Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing


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10.5194/EGUSPHERE-EGU21-4542

Testing a thermometer of the past: abiotic and biotic drivers of the brGDGT-based temperature proxy along a subarctic elevation gradient.



Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability


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10.1101/2021.01.26.21250013

Detecting therapy-guiding RNA aberrations in platelets of non-small cell lung cancer patients


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10.1051/0004-6361/202140667

X-ray-induced chemistry of water and related molecules in low-mass protostellar envelopes


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10.1109/IGARSS47720.2021.9554745

Superpixel Based Low-Rank Sparse Unmixing for Hyperspectral Remote Sensing Image



A Low-mass Cold and Quiescent Core Population in a Massive Star Protocluster


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10.36227/techrxiv.16831330.v1

Pointwise Mutual Information based Graph Laplacian Regularized Sparse Unmixing


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10.1109/IGARSS47720.2021.9553425

Spectral Unmixing Using Deep Convolutional Encoder-Decoder



Revised fractional abundances and warm-season temperatures substantially improve brGDGT calibrations in lake sediments



UnDIP: Hyperspectral Unmixing Using Deep Image Prior



A Parallel Unmixing-Based Content Retrieval System for Distributed Hyperspectral Imagery Repository on Cloud Computing Platforms


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10.1080/01431161.2021.1958390

A Local Similarity Driven Model for Blind Hyperspectral Unmixing with Spectral Variability



Pointwise Mutual Information based Graph Laplacian Regularized Sparse Unmixing



From Energetics to Intracluster Chemistry: Valence Photoionization of Trifluoromethylsulfur Pentafluoride (CF3SF5) by Double Velocity Map Imaging.


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10.1051/0004-6361/202141573

The GUAPOS project. II. A comprehensive study of peptide-like bond molecules


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10.1080/01431161.2021.1933245

Nonnegative matrix factorization with entropy regularization for hyperspectral unmixing



Revised fractional abundances and warm-season temperatures substantially improve brGDGT calibrations in lake sediments


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10.1109/IGARSS.2019.8897856

A Spectral Mixing Model Accounting for Multiple Reflections and Shadow



Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields



Robust Hyperspectral Unmixing Using Total Variation Regularized Low-Rank Approximation


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10.1051/0004-6361/201936536

Tracing shock type with chemical diagnostics: an application to L1157



ALMA Observations of the Massive Molecular Outflow G331.512-0.103. II. Physical Properties, Kinematics, and Geometry Modeling


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10.23883/ijrter.conf.20190304.005.rclxe

SPECTRAL UNMIXING BASED ON JOINT SPARSITY AND TOTAL VARIATION USING REMOTE SENSING DATA



A New Method to Measure Star Formation Rates in Active Galaxies Using Mid-infrared Neon Emission Lines


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10.1504/ijcat.2019.10023596

Collaborative sparse unmixing using variable splitting and augmented Lagrangian with total variation


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10.1109/ACCESS.2019.2943110

Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing



Aircraft-based observation of meteoric material in lower stratospheric aerosol particles between 15 and 68°N


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10.1051/0004-6361/201935354

Abundances of sulphur molecules in the Horsehead nebula First NS+ detection in a photodissociation region.


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10.1051/0004-6361/201935069

Study of CS, SiO, and SiS abundances in carbon star envelopes: Assessing their role as gas-phase precursors of dust.



Sulfur Chemistry in L1157-B1


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10.1109/JSTARS.2019.2934011

GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing


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10.1109/WHISPERS.2019.8920893

Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.



Dissociative photoionization of chromium hexacarbonyl: A round-trip ticket to non-statisticality and a detective story in thermochemistry



Dependence of Hall coefficient on grain size and cosmic ray rate and implication for circumstellar disc formation



Simulations of ice chemistry in cometary nuclei.



Multi-GPU Based Parallel Design of the Ant Colony Optimization Algorithm for Endmember Extraction from Hyperspectral Images


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10.1109/ACCESS.2019.2955984

Enhancing Hyperspectral Unmixing With Two-Stage Multiplicative Update Nonnegative Matrix Factorization



Spectral unmixing approach in hyperspectral remote sensing: a tool for oil palm mapping


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10.1109/IGARSS.2019.8898427

Hyperspectral Unmixing VIA L1/4 Sparsity-Constrained Multilayer NMF



Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing



Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing



Soil fertility status assessment using hyperspectral remote sensing



Hyperspectral unmixing using double reweighted collaborative sparse regression


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10.1051/0004-6361/201834654

Gas phase Elemental abundances in Molecular cloudS (GEMS): I. The prototypical dark cloud TMC 1.



Origin of the PN molecule in star-forming regions: the enlarged sample



ElemCor: accurate data analysis and enrichment calculation for high-resolution LC-MS stable isotope labeling experiments


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10.1109/JSTARS.2019.2916058

Hypergraph Learning and Reweighted $\ell _1$-Norm Minimization for Hyperspectral Unmixing



Interspecies bacterial competition determines community assembly in the C. elegans intestine



Global assessment and mapping of changes in mesoscale landscapes: 1992-2015


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10.1051/0004-6361/201834717

IRC+10216 mass loss properties through the study of $\lambda$3mm emission: Large spatial scale distribution of SiO, SiS, and CS


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10.1109/IGARSS.2019.8898675

Deep Unfolded Iterative Shrinkage-Thresholding Model for Hyperspectral Unmixing


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10.1109/ICASSP.2019.8683155

Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor



DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing


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10.1109/IGARSS.2019.8898846

A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing


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10.1109/IGARSS.2019.8900627

Local Block Grouping with Napca Spatial Preprocessing for Hyperspectral Remote Sensing Imagery Sparse Unmixing


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10.1109/IGARSS.2019.8898577

Local Sparse Representation Based Spatial Preprocessing For Endmember Extraction


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