Iterative Spectral Unmixing for Optimizing Per-Pixel Endmember Sets

No abstract is available for this paper.

• Publication year

  2006

• Venue

  IEEE Transactions on Geoscience and Remote Sensing

• Publication date

  2006-11-20

• Fields of study

  Mathematics, Computer Science, Environmental Science

• Identifiers
  DOI 10.1109/TGRS.2006.881123
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Vertex component analysis: a fast algorithm to unmix hyperspectral data

  2005cited by this paper
• ICE: a statistical approach to identifying endmembers in hyperspectral images

  2004cited by this paper
• Application of spectral mixture analysis to Amazonian land-use and land-cover classification

  2004cited by this paper
• Endmember selection for multiple endmember spectral mixture analysis using endmember average RMSE

  2003cited by this paper
• Retrieval of subpixel snow-covered area and grain size from imaging spectrometer data

  2003cited by this paper
• Highland contamination in lunar mare soils: Improved mapping with multiple end-member spectral mixture analysis (MESMA)

  2003influential reference
• Evaluation of the potential of Hyperion for fire danger assessment by comparison to the Airborne Visible/Infrared Imaging Spectrometer

  2003cited by this paper
• Spectral unmixing of hyperspectral imagery for mineral exploration: comparison of results from SFSI and AVIRIS

  2003cited by this paper
• Imaging spectroscopy: Earth and planetary remote sensing with the USGS Tetracorder and expert systems

  2003cited by this paper
• Structural stage in Pacific Northwest forests estimated using simple mixing models of multispectral images

  2002cited by this paper
• Comparison of AVIRIS and Hyperion for Hyperspectral Mineral Mapping

  2002influential reference
• Spatial/spectral endmember extraction by multidimensional morphological operations

  2002cited by this paper
• Spectral unmixing of vegetation, soil and dry carbon cover in arid regions: Comparing multispectral and hyperspectral observations

  2002cited by this paper
• Spectral unmixing

  2002cited by this paper
• Automated differentiation of urban surfaces based on airborne hyperspectral imagery

  2001cited by this paper
• Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments

  2001cited by this paper
• Fully constrained least squares linear spectral mixture analysis method for material quantification in hyperspectral imagery

  2001cited by this paper
• Estimation of urban vegetation abundance by spectral mixture analysis

  2001cited by this paper
• Endmember bundles: a new approach to incorporating endmember variability into spectral mixture analysis

  2000cited by this paper
• Finding new mineral prospects with HYMAP : early results from a hyperspectral remote-sensing case study in the west Pilbara

  1999cited by this paper
• Confidence in linear spectral unmixing of single pixels

  1999cited by this paper
• Multispectral and hyperspectral image analysis with convex cones

  1999cited by this paper
• Mineral abundance determination: Quantitative deconvolution of thermal emission spectra

  1998influential reference
• ISDAS – A System for Processing/Analyzing Hyperspectral Data

  1998influential reference
• Mapping Chaparral in the Santa Monica Mountains Using Multiple Endmember Spectral Mixture Models

  1998influential reference
• A method for manual endmember selection and spectral unmixing

  1996cited by this paper
• An Image fusion algorithm for spatially enhancing spectral mixture maps

  1996cited by this paper
• On the relationship between spectral unmixing and subspace projection

  1996cited by this paper
• Use of filter vectors in hyperspectral data analysis

  1995cited by this paper
• Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach

  1994cited by this paper
• Automating spectral unmixing of AVIRIS data using convex geometry concepts

  1993cited by this paper
• Linear mixing and the estimation of ground cover proportions

  1993cited by this paper
• Quantitative subpixel spectral detection of targets in multispectral images. [terrestrial and planetary surfaces]

  1992cited by this paper
• Spectral mixture analysis of multispectral thermal infrared images

  1992cited by this paper
• Spectral mixture modeling: A new analysis of rock and soil types at the Viking Lander 1 Site

  1986cited by this paper
• An algorithm for linear least squares problems with equality and nonnegativity constraints

  1981cited by this paper

• Identification and quantification of minerals within Apollo samples using LWIR spectroscopy

  2025cites this paper
• Deep learning techniques for the exploration of hyperspectral imagery potentials in food and agricultural products

  2024cites this paper
• Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability

  2024cites this paper
• Mapping Soybean Maturity and Biochemical Traits Using UAV-Based Hyperspectral Images

  2023cites this paper
• LANDSAT multispectral image analysis of bedrock exposure rate in highly heterogeneous karst areas through mixed pixel decomposition considering spectral variability

  2023cites this paper
• A New Elbow Estimation Method for Selecting the Best Solution in Sparse Unmixing

  2023influential citation
• Oxygen saturation mapping during reconstructive surgery of human forehead flaps with hyperspectral imaging and spectral unmixing.

  2023cites this paper
• Modelling Spectral Unmixing of Geological Mixtures: An Experimental Study Using Rock Samples

  2023cites this paper
• Estimation of crop residue cover in rice paddies by a dynamic-quadripartite pixel model based on Sentinel-2A data

  2022cites this paper
• Improving estimation of urban land cover fractions with rigorous spatial endmember modeling

  2022cites this paper
• Comparison of Image Endmember- and Object-Based Classification of Very-High-Spatial-Resolution Unmanned Aircraft System (UAS) Narrow-Band Images for Mapping Riparian Forests and Other Land Covers

  2022cites this paper
• Spectral unmixing of hyperspectral images based on block sparse structure

  2022cites this paper
• Quantitative Mineral Mapping of Drill Core Surfaces II: Long-Wave Infrared Mineral Characterization Using μXRF and Machine Learning

  2021influential citation
• Photoacoustic imaging of the spatial distribution of oxygen saturation in an ischemia-reperfusion model in humans.

  2021cites this paper
• Virtual Dimension Analysis of Hyperspectral Imaging to Characterize A Mining Sample

  2021cites this paper
• Estimation of Mineral Abundance From Hyperspectral Data Using a New Supervised Neighbor-Band Ratio Unmixing Approach

  2020cites this paper
• Mapping ultramafic complexes using airborne imaging spectroscopy and spaceborne data in Arctic regions with abundant lichen cover, a case study from the Niaqornarssuit complex in South West Greenland

  2020cites this paper
• MINVO Basis: Finding Simplexes with Minimum Volume Enclosing Polynomial Curves

  2020cites this paper
• Spatial-Spectral Hyperspectral Endmember Extraction Using a Spatial Energy Prior Constrained Maximum Simplex Volume Approach

  2020cites this paper
• Spectral Variability in Hyperspectral Data Unmixing: A comprehensive review

  2020cites this paper
• Incorporating band selection in the spatial selection of spectral endmembers

  2020cites this paper
• Imaging Spectroscopy of Forest Ecosystems: Perspectives for the Use of Space-borne Hyperspectral Earth Observation Systems

  2019cites this paper
• Imaging Spectroscopy for the Detection, Assessment and Monitoring of Natural and Anthropogenic Hazards

  2019cites this paper
• A dynamic soil endmember spectrum selection approach for soil and crop residue linear spectral unmixing analysis

  2019cites this paper
• 3D hyperspectral point cloud generation: Fusing airborne laser scanning and hyperspectral imaging sensors for improved object-based information extraction

  2019cites this paper
• uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing

  2019cites this paper
• Gradients in urban material composition: A new concept to map cities with spaceborne imaging spectroscopy data

  2019cites this paper
• Hyperspectral remote sensing of fire: State-of-the-art and future perspectives

  2018cites this paper
• Hyperspectral remote sensing of fi re : State-ofthe-art and future perspectives

  2018cites this paper
• Hyperspectral remote sensing of fire : state-ofthe-art and future perspectives 1

  2018cites this paper
• Evaluation of Unmixing Methods for Impervious Surface Area Extraction From Simulated EnMAP Imagery

  2018cites this paper
• Regional Clustering-Based Spatial Preprocessing for Hyperspectral Unmixing

  2018influential citation
• Linear spectral unmixing using endmember coexistence rules and spatial correlation

  2018cites this paper
• An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

  2018cites this paper
• Archetypal analysis for endmember bundle extraction considering spectral variability

  2018cites this paper
• Comparison of lithological mapping results from airborne hyperspectral VNIR-SWIR, LWIR and combined data

  2018cites this paper
• A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection

  2018cites this paper
• Spectral Radiance Modeling and Bayesian Model Averaging for Longwave Infrared Hyperspectral Imagery and Subpixel Target Identification

  2017cites this paper
• A Stepwise Analytical Projected Gradient Descent Search for Hyperspectral Unmixing and Its Code Vectorization

  2017cites this paper
• Mapping Epithermal Alteration Mineralogy with High Spatial Resolution Hyperspectral Imaging of Rock Samples

  2017cites this paper
• Integration of Absorption Feature Information from Visible to Longwave Infrared Spectral Ranges for Mineral Mapping

  2017cites this paper
• Recovering Structured Low-rank Operators Using Nuclear Norms

  2017cites this paper
• An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery

  2016cites this paper
• IDENTIFICATION OF A ROBUST LICHEN INDEX FOR THE DECONVOLUTION OF LICHEN AND ROCK MIXTURES USING PATTERN SEARCH ALGORITHM (CASE STUDY: GREENLAND)

  2016cites this paper
• Spectral Unmixing Using a Sparse Multiple-Endmember Spectral Mixture Model

  2016influential citation
• A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes

  2016cites this paper
• A review on spectral processing methods for geological remote sensing

  2016cites this paper
• Automated lithological mapping using airborne hyperspectral thermal infrared data, Anchorage Island, Antarctica

  2016cites this paper
• Remote Sensing of Biological Soil Crusts at Different Scales

  2016cites this paper
• Automated lithological mapping using airborne hyperspectral thermal infrared data: A case study from Anchorage Island, Antarctica

  2016cites this paper
• Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model

  2016cites this paper
• A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes

  2016cites this paper
• Enhanced detection of gossans using hyperspectral data: Example from the Cape Smith Belt of northern Quebec, Canada

  2016cites this paper
• A New Approach for Endmember Extraction and Clustering Addressing Inter- and Intra-Class Variability via Multiscaled-Band Partitioning

  2016cites this paper
• Methods and challenges for target detection and material identification for longwave infrared hyperspectral imagery

  2016cites this paper
• Combining Field and Imaging Spectroscopy to Map Soil Organic Carbon in a Semiarid Environment

  2016cites this paper
• Sparse representation techniques for hyperspectral imaging

  2016cites this paper
• Spectral–Spatial Unmixing Approaches in Hyperspectral VNIR/SWIR Imaging

  2016cites this paper
• Deriving Regional Crown Closure Using Spectral Mixture Analysis Based on Up-Scaling Endmember Extraction Approach and Validation

  2015cites this paper
• Quality assessment for hyperspectral airborne systems: from data up to land-products

  2015cites this paper
• An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information

  2015cites this paper
• Review and categorization of spectral processing methods

  2015cites this paper
• The EnMAP-Box - A Toolbox and Application Programming Interface for EnMAP Data Processing

  2015cites this paper
• The Potential of EnMAP and Sentinel-2 Data for Detecting Drought Stress Phenomena in Deciduous Forest Communities

  2015cites this paper
• Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data

  2015cites this paper
• Hyperspectral Imagery Further Unmixing Based On Analysis Of Variance

  2015cites this paper
• Assessing urban growth and rural land use transformations in a cross-border situation in Northern Namibia and Southern Angola

  2015cites this paper
• Sparse methods for hyperspectral unmixing and image fusion

  2015cites this paper
• Fully constrained linear spectral unmixing based global shadow compensation for high resolution satellite imagery of urban areas

  2015cites this paper
• Estimation of Plant Flowering Phenology in Urban Ecosystems using Remote Sensing Techniques

  2015influential citation
• Using geoinformatics and cultural anthropology to identify links between land change, driving forces and actors in the Okavango catchment

  2015cites this paper
• VALIDITY ASSESSMENT OF PIXEL LINEAR SPECTRAL MIXING THROUGH LABORATORY MEASUREMENTS

  2015cites this paper
• Dynamics and correlations in sparse signal acquisition

  2015cites this paper
• Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library

  2015cites this paper
• A Dynamic Unmixing Framework for Plant Production System Monitoring

  2014cites this paper
• Spectroscopy as a Diagnostic Tool for Urban Soil

  2014cites this paper
• Mapping Ni-Cu (PGE) bearing ultramafic rocks and associated gossans with airborne and simulated EnMAP satellite hyperspectral imagery, Nunavik, Canada

  2014cites this paper
• Tree species mapping in tropical forests using multi-temporal imaging spectroscopy: Wavelength adaptive spectral mixture analysis

  2014cites this paper
• Nonlinear Spectral Mixture Analysis by Determining Per-Pixel Endmember Sets

  2014cites this paper
• Sparse unmixing via WM algorithm for hyperspectral images

  2014cites this paper
• Using airborne hyperspectral data to characterize the surface pH and mineralogy of pyrite mine tailings

  2014cites this paper
• Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing

  2014cites this paper
• Incorporating spatial information in spectral unmixing: A review

  2014cites this paper
• Regularized Simultaneous Forward–Backward Greedy Algorithm for Sparse Unmixing of Hyperspectral Data

  2014influential citation
• Mapping of NiCu–PGE ore hosting ultramafic rocks using airborne and simulated EnMAP hyperspectral imagery, Nunavik, Canada

  2014cites this paper
• Assessing fire severity using imaging spectroscopy data from the Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) and comparison with multispectral capabilities

  2014cites this paper
• Land Transformation Processes in NE China: Tracking Trade-Offs in Ecosystem Services Across Several Decades with Landsat-TM/ETM+ time Series

  2014cites this paper
• Potential of a multi seasonal spectral mixture analysis using Landsat imagery for detecting urbanization patterns in Ouagadougou, Burkina Faso

  2014cites this paper
• An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery

  2014cites this paper
• A Stepwise Analytical Gradient Descent Search for Hyperspectral Unmixing and Its Parallel Code Vectorization

  2014cites this paper
• Orthogonal matching pursuit for nonlinear unmixing of hyperspectral imagery

  2014cites this paper
• Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery

  2014cites this paper
• Fuzzy Assessment of Spectral Unmixing Algorithms

  2014cites this paper
• Pixel Purity Index Algorithm and n-Dimensional Visualization for ETM + Image Analysis : A Case of District Vehari

  2013cites this paper
• Hyperspectral data unmixing using GNMF method and sparseness constraint

  2013cites this paper
• Parallel sparse unmixing of hyperspectral data

  2013cites this paper
• Parallel method for sparse semisupervised hyperspectral unmixing

  2013cites this paper
• Handling spectral variability with alternating angle minimization

  2013cites this paper
• Performance versus energy consumption of hyperspectral unmixing algorithms on multi-core platforms

  2013cites this paper
• Sparse representation-based color visualization method for hyperspectral imaging

  2013cites this paper