Standout Papers

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches... 2012 2026 2016 2021 1.7k
  1. Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches (2012)
    José M. Bioucas‐Dias, Antonio Plaza et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Citation Impact

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Subglacial Hydrothermal Alteration Minerals in Jökulhlaup Deposits of Southern Iceland, with Implications for Detecting Past or Present Habitable Environments on Mars
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A Comprehensive Survey on Particle Swarm Optimization Algorithm and Its Applications
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Composition, Morphology, and Stratigraphy of Noachian Crust around the Isidis basin
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Assessing the transferability of statistical predictive models for leaf area index between two airborne discrete return LiDAR sensor designs within multiple intensely managed Loblolly pine forest locations in the south-eastern USA
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Biological safety in the context of backward planetary protection and Mars Sample Return: conclusions from the Sterilization Working Group
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Sulfates hydrating bulk soil in the Martian low and middle latitudes
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Spatial Resolution Enhancement of Hyperspectral Images Using Unmixing and Binary Particle Swarm Optimization
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Hydrodynamic model of steady movement of a solid/liquid/fluid contact line
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Phyllosilicates and sulfates at Endeavour Crater, Meridiani Planum, Mars
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A synthesis of Martian aqueous mineralogy after 1 Mars year of observations from the Mars Reconnaissance Orbiter
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Investigation of an Argyre basin ring structure using Mars Reconnaissance Orbiter/Compact Reconnaissance Imaging Spectrometer for Mars
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Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation
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Distribution and formation of chlorides and phyllosilicates in Terra Sirenum, Mars
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A survey of methods incorporating spatial information in image classification and spectral unmixing
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Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection
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Properties of cryobrines on Mars
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Extraterrestrial dunes: An introduction to the special issue on planetary dune systems
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Spectral evidence for hydrated salts in recurring slope lineae on Mars
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Target Detection Based on Random Forest Metric Learning
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Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
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Infrared and visible image fusion methods and applications: A survey
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Evidence for Low-Grade Metamorphism, Hydrothermal Alteration, and Diagenesis on Mars from Phyllosilicate Mineral Assemblages
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Control allocation—A survey
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Semidefinite Relaxation of Quadratic Optimization Problems
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Computer vision technology in agricultural automation —A review
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Identification of hydrated silicate minerals on Mars using MRO‐CRISM: Geologic context near Nili Fossae and implications for aqueous alteration
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Evidence for Hesperian impact-induced hydrothermalism on Mars
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Hyperspectral Remote Sensing Data Analysis and Future Challenges
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Hydrated mineral stratigraphy of Ius Chasma, Valles Marineris
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A survey on object detection in optical remote sensing images
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Progress in Hyperspectral Remote Sensing Science and Technology in China Over the Past Three Decades
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Dark aeolian sediments in Martian craters: Composition and sources
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Stochastic climate models: Part I. Theory
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A review of remote sensing for mangrove forests: 1956–2018
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Noachian and more recent phyllosilicates in impact craters on Mars
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Laser-Induced Breakdown Spectroscopy
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Early Mars hydrology: Meridiani playa deposits and the sedimentary record of Arabia Terra
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Modern Trends in Hyperspectral Image Analysis: A Review
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Reweighted Low-Rank Matrix Recovery and its Application in Image Restoration
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Characterization of halophiles in natural MgSO4 salts and laboratory enrichment samples: Astrobiological implications for Mars
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Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization
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Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery
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Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data
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Mineralogical characterization of acid weathered phyllosilicates with implications for secondary martian deposits
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Infrared Small Target Detection via Non-Convex Rank Approximation Minimization Joint l2,1 Norm
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The formation of supercooled brines, viscous liquids, and low-temperature perchlorate glasses in aqueous solutions relevant to Mars
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Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
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A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization
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Missing salts on early Mars
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Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
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Works of M. Parente being referenced

Sulfate and Hematite Stratigraphy in Capri Chasma, Valles Marineris
2009
Coordinated HiRISE/CRISM Observation on Gypsum Signature in Martian Polar Dunes
2009
Sulfates on Mars: How recent discoveries from CRISM, OMEGA and the MERs are changing our view of the planet
2008
Spectral Mixtures of Clays and Their Impact on CRISM Mineral Identifications
2010
A New Approach to Denoising CRISM Images
2008
The Mawrth Vallis Region of Mars: A Potential Landing Site for the Mars Science Laboratory (MSL) Mission
2010
Characterization of phyllosilicates observed in the central Mawrth Vallis region, Mars, their potential formational processes, and implications for past climate
2009
Mineralogy of the Paso Robles soils on Mars
2008
Evidence for the origin of layered deposits in Candor Chasma, Mars, from mineral composition and hydrologic modeling
2009
Sulfates on Mars as Markers of Aqueous Processes: An Integrated Multidisciplinary Study of Minerals, Mars Analog sites and Recent Mission Data
2006
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
2012 Standout
Phyllosilicate Diversity and Past Aqueous Activity Revealed at Mawrth Vallis, Mars
2008 Science
An improvement to the volcano-scan algorithm for atmospheric correction of CRISM and OMEGA spectral data
2009
Mineralogy of Juventae Chasma: Sulfates in the light‐toned mounds, mafic minerals in the bedrock, and hydrated silica and hydroxylated ferric sulfate on the plateau
2009
Hyperspectral Image Unmixing via Alternating Projected Subgradients
2007
Rankless by CCL
2026