Rob Heylen

Petra Van Mulders

Nicole Gallace

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019

Nonlinear Hyperspectral Unmixing With Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

A Spectral Mixing Model Accounting for Multiple Reflections and Shadow.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Neural Network Method for Nonlinear Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Bikram Koirala

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spectral Variability in a Multilinear Mixing Model.

[BibT_eX]

[DOI]

Thorvald Dox

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

MRF-Based Decision Fusion for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Estimation of the Number of Endmembers in a Hyperspectral Image via the Hubness Phenomenon.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation.

[BibT_eX]

[DOI]

Elham Kordi Ghasrodashti

Remote. Sens., 2017

Pixel purity vertex component analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016

Hyperspectral Image Compression Optimized for Spectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

A Multilinear Mixing Model for Nonlinear Spectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Estimation of the number of endmembers via the hubness phenomenon.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Compression of hyperspectral images using block coordinate descent search and compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Optical solutions for improving spatial resolution of hyperspectral sensors.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Superresolution of hyperspectral images using spectral unmixing and sparse regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Alternating angle minimization based unmixingwith endmember variability.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Classification of hyperspectral images with very small training size using sparse unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Nonlinear Unmixing by Using Different Metrics in a Linear Unmixing Chain.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

A Geometric Matched Filter for Hyperspectral Target Detection and Partial Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

Nonlinear unmixing with a multilinear mixing model.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Lossy compression of hyperspectral images optimizing spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A fast alternative for the pixel purity index algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Hyperspectral unmixing with projection onto convex sets using distance geometry.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

A Distance Geometric Framework for Nonlinear Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Review of Nonlinear Hyperspectral Unmixing Methods.

[BibT_eX]

[DOI]

Catharina J. M. Philippart

Paul D. Gader

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Spectral-Unmixing Approach to Estimate Water-Mass Concentrations in Case 2 Waters.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Nonlinear Spectral Unmixing With a Linear Mixture of Intimate Mixtures Model.

[BibT_eX]

[DOI]

Paul D. Gader

IEEE Geosci. Remote. Sens. Lett., 2014

Hyperspectral image noise reduction and its effect on spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Nonlinear unmixing by using non-euclidean metrics in a linear unmixing chain.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Geometric matched filter for hyperspectral partial unmixing.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Hyperspectral unmixing using an active set algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

Hyperspectral Intrinsic Dimensionality Estimation With Nearest-Neighbor Distance Ratios.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Detecting the Adjacency Effect in Hyperspectral Imagery With Spectral Unmixing Techniques.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

On Using Projection Onto Convex Sets for Solving the Hyperspectral Unmixing Problem.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Multi-dimensional pixel purity index.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Handling spectral variability with alternating angle minimization.

[BibT_eX]

[DOI]

Paul D. Gader

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Solving the hyperspectral unmixing problem with projection onto convex sets.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

2012

Calculation of Geodesic Distances in Nonlinear Mixing Models: Application to the Generalized Bilinear Model.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2012

A fast geometric algorithm for solving the inversion problem in spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Estimating the number of endmembers in hyperspectral imagery with nearest neighbor distances.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Unmixing for detection and quantification of adjacency effects.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Fully Constrained Least Squares Spectral Unmixing by Simplex Projection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

Non-Linear Spectral Unmixing by Geodesic Simplex Volume Maximization.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

Spectral unmixing using distance geometry.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Non-linear fully-constrained spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Towards streaming hyperspectral endmember extraction.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010

A graph-based method for non-linear unmixing of hyperspectral imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Nonlinear barycentric dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2007

Adaptive Thresholds for Neural Networks with Synaptic Noise.

[BibT_eX]

[DOI]

Désiré Bollé

Int. J. Neural Syst., 2007

2006

Adaptive Thresholds for Layered Neural Networks with Synaptic Noise.

[BibT_eX]

[DOI]

Désiré Bollé