Classification of Corrosion Images by Wavelet Signatures and LVQ Networks. - Stefan Livens; Paul Scheunders; Gert Van de Wouwer; Dirk Van Dyck; Hilde Smets; Johan Winkelmans; Walter F. L. Bogaerts (CAIP, 1995)

Automatic segmentation and modelling of two-dimensional electrophoresis gels. - Eva Bettens; Paul Scheunders; Jan Sijbers; Dirk Van Dyck; L. Moens (ICIP (2), 1996)

A genetic approach towards optimal color image quantization. - Paul Scheunders (ICIP (3), 1996)

On the local optimality of image quantizers. - Paul Scheunders; Hugo Van Hove; Stefan Livens (ICPR, 1996)

Wavelet-FILVQ classifier for speech analysis. - Gert Van de Wouwer; Paul Scheunders; Dirk Van Dyck (ICPR, 1996)

Volume quantization of the mouse cerebellum by semiautomatic 3D segmentation of magnetic resonance images. - Jan Sijbers; Annemarie van der Linden; Paul Scheunders; Johan Van Audekerke; Dirk Van Dyck; Erik R. R. Raman (Image Processing, 1996)

A genetic Lloyd-Max image quantization algorithm. - Paul Scheunders (Pattern Recognit. Lett., 1996)

Color Texture Classification by Wavelet Energy Correlation Signatures. - Gert Van de Wouwer; Stefan Livens; Paul Scheunders; Dirk Van Dyck (ICIAP (1), 1997)

Joint Quantization and Error-Diffusion of Color Images Using Competitive Learning. - Paul Scheunders; Steve De Backer (ICIP (1), 1997)

A genetic c-Means clustering algorithm applied to color image quantization. - Paul Scheunders (Pattern Recognit., 1997)

A comparison of clustering algorithms applied to color image quantization. - Paul Scheunders (Pattern Recognit. Lett., 1997)

Detection of microcalcifications using non-linear filtering. - Dirk Meersman; Paul Scheunders; Dirk Van Dyck (EUSIPCO, 1998)

Rotation-invariant texture characterization using isotropic wavelet frames. - Gert Van de Wouwer; Paul Scheunders; Dirk Van Dyck (ICPR, 1998)

Classification of Microcalcifications Using Texture-Based Features. - Dirk Meersman; Paul Scheunders; Dirk Van Dyck (Digital Mammography / IWDM, 1998)

Using genetic differential competitive learning for unsupervised training in multispectral image classification systems. - Chih-Cheng Hung; Tommy L. Coleman; Paul Scheunders (SMC, 1998)

Non-linear Mapping for Feature Extraction. - Paul Scheunders; Steve De Backer; Antoine Naud (SSPR/SPR, 1998)

Non-linear dimensionality reduction techniques for unsupervised feature extraction. - Steve De Backer; Antoine Naud; Paul Scheunders (Pattern Recognit. Lett., 1998)

Maximum Likelihood Estimation of Rician Distribution Parameters. - Jan Sijbers; Arnold J. den Dekker; Paul Scheunders; Dirk Van Dyck (IEEE Trans. Medical Imaging, 1998)

High-dimensional clustering using frequency sensitive competitive learning. - Paul Scheunders; Steve De Backer (Pattern Recognit., 1999)

Wavelet correlation signatures for color texture characterization. - Gert Van de Wouwer; Paul Scheunders; Stefan Livens; Dirk Van Dyck (Pattern Recognit., 1999)

A competitive elliptical clustering algorithm. - Steve De Backer; Paul Scheunders (Pattern Recognit. Lett., 1999)

Statistical texture characterization from discrete wavelet representations. - Gert Van de Wouwer; Paul Scheunders; Dirk Van Dyck (IEEE Trans. Image Process., 1999)

Multispectral Image Fusion Using Local Mapping Techniques. - Paul Scheunders (ICPR, 2000)

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data. - Shixin Yu; Steve De Backer; Paul Scheunders (SMC, 2000)

Multiscale Fundamental Forms: A Multimodal Image Wavelet Representation. - Paul Scheunders (ICIAP, 2001)

Multivalued Image Segmentation Based on First Fundamental Form. - Paul Scheunders (ICIAP, 2001)

Multispectral image fusion and merging using multiscale fundamental forms. - Steve De Backer; Paul Scheunders (ICIP (1), 2001)

Multiscale anisotropic filtering of color images. - Paul Scheunders; Jan Sijbers (ICIP (3), 2001)

Texture segmentation by frequency-sensitive elliptical competitive learning. - Steve De Backer; Paul Scheunders (Image Vis. Comput., 2001)

Local mapping for multispectral image visualization. - Paul Scheunders (Image Vis. Comput., 2001)

Wavelet-based enhancement and denoising using multiscale structure tensor. - Paul Scheunders (ICIP (3), 2002)

Multiscale Watershed Segmentation of Multivalued Images. - Paul Scheunders; Jan Sijbers (ICPR (3), 2002)

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery. - Shixin Yu; Steve De Backer; Paul Scheunders (Pattern Recognit. Lett., 2002)

A multivalued image wavelet representation based on multiscale fundamental forms. - Paul Scheunders (IEEE Trans. Image Process., 2002)

Cross media tonal mapping model obtained from psychometric experiments. - Stefan Livens; Ans Anthonis; Marc F. Mahy; Paul Scheunders (Color Imaging: Processing, Hardcopy, and Applications, 2003)

An orthogonal wavelet representation of multivalued images. - Paul Scheunders (IEEE Trans. Image Process., 2003)

Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images. - Steve De Backer; Pieter Kempeneers; Walter Debruyn; Paul Scheunders (ICIAR (2), 2004)

Wavelet-based color filter array demosaicking. - Jef Driesen; Paul Scheunders (ICIP, 2004)

Least-squares interband denoising of color and multispectral images. - Paul Scheunders; Jef Driesen (ICIP, 2004)

Classifying hyperspectral airborne imagery for vegetation survey along coastlines. - Pieter Kempeneers; Bart Deronde; Luc Bertels; Walter Debruyn; Steve De Backer; Paul Scheunders (IGARSS, 2004)

3D Region of Interest X-Ray CT for Geometric Magnification from Multiresolution Acquisitions. - Greg Tisson; Paul Scheunders; Dirk Van Dyck (ISBI, 2004)

Wavelet thresholding of multivalued images. - Paul Scheunders (IEEE Trans. Image Process., 2004)

Retrieval of oceanic constituents from ocean color using simulated annealing. - Pieter Kempeneers; Sindy Sterckx; Walter Debruyn; Steve De Backer; Paul Scheunders; Youngje Park; Kevin Ruddick (IGARSS, 2005)

Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context. - Aleksandra Pizurica; Bruno Huysmans; Paul Scheunders; Wilfried Philips (IGARSS, 2005)

A band selection technique for spectral classification. - Steve De Backer; Pieter Kempeneers; Walter Debruyn; Paul Scheunders (IEEE Geosci. Remote. Sens. Lett., 2005)

Spatiotemporal properties of the BOLD response in the songbirds' auditory circuit during a variety of listening tasks. - Vincent Van Meir; Tiny Boumans; Geert De Groof; Johan Van Audekerke; Alain Smolders; Paul Scheunders; Jan Sijbers; Marleen Verhoye; Jacques Balthazart; Annemie van der Linden (NeuroImage, 2005)

Generic wavelet-based hyperspectral classification applied to vegetation stress detection. - Pieter Kempeneers; Steve De Backer; Walter Debruyn; Pol Coppin; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2005)

Wavelet Denoising of Multicomponent Images, using a Noise-Free Image. - Paul Scheunders; Steve De Backer (ICIP, 2006)

Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model. - Paul Scheunders; Steve De Backer (ICPR (3), 2006)

Enhancement of fMRI image series with the aid of an anatomical image. - Steve De Backer; Paul Scheunders (ISBI, 2006)

Multicomponent Image Restoration, an Experimental Study. - Arno Duijster; Steve De Backer; Paul Scheunders (ICIAR, 2007)

Wavelet Denoising of Multicomponent Images Using Gaussian Scale Mixture Models and a Noise-Free Image as Priors. - Paul Scheunders; Steve De Backer (IEEE Trans. Image Process., 2007)

Mosaicing of Fibered Fluorescence Microscopy Video. - Steve De Backer; Frans W. Cornelissen; Jan Lemeire; Rony Nuydens; Theo Meert; Peter Schelkens; Paul Scheunders (ACIVS, 2008)

A Multicomponent Image Segmentation Framework. - Jef Driesen; Paul Scheunders (ACIVS, 2008)

Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models. - Geert Verdoolaege; Steve De Backer; Paul Scheunders (ICIP, 2008)

Wavelet-Based Multispectral Image Restoration. - Arno Duijster; Steve De Backer; Paul Scheunders (IGARSS (3), 2008)

Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast. - Guy Thoonen; Steve De Backer; Sam Provoost; Pieter Kempeneers; Paul Scheunders (IGARSS (3), 2008)

Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain. - Yifan Zhang 006; Steve De Backer; Paul Scheunders (IGARSS (5), 2008)

Using XQuery on MusicXML Databases for Musicological Analysis. - Joachim Ganseman; Paul Scheunders; Wim D'haes (ISMIR, 2008)

Fast bias field reduction by localized Lloyd-Max quantization. - Rudolf Hanel; Kees Joost Batenburg; Steve De Backer; Paul Scheunders; Jan Sijbers (Image Processing, 2008)

Estimating the ecotone width in patchy ecotones using a sigmoid wave approach. - Koen Hufkens; Reinhart Ceulemans; Paul Scheunders (Ecol. Informatics, 2008)

Denoising of multicomponent images using wavelet least-squares estimators. - Steve De Backer; Aleksandra Pizurica; Bruno Huysmans; Wilfried Philips; Paul Scheunders (Image Vis. Comput., 2008)

Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized Gaussian models. - Geert Verdoolaege; Yves Rosseel; Michiel Lambrechts; Paul Scheunders (ICIP, 2009)

A hyperspectral image restoration technique. - Yifan Zhang 006; Arno Duijster; Paul Scheunders (ICIP, 2009)

Spatial Hyperspectral Image Classification by Prior Segmentation. - Jef Driesen; Guy Thoonen; Paul Scheunders (IGARSS (3), 2009)

Assessing the Quality of Heathland Vegetation by Classification of Hyperspectral Data using Spatial Information. - Guy Thoonen; Jeroen Vanden Borre; Steve De Backer; Paul Scheunders (IGARSS (4), 2009)

A Combined Hyperspectral Image Restoration and Fusion Approach. - Yifan Zhang 006; Arno Duijster; Paul Scheunders (IGARSS (3), 2009)

Using XML-Formatted Scores in Real-Time Applications. - Joachim Ganseman; Paul Scheunders; Wim D'haes (ISMIR, 2009)

Validation of the sigmoid wave curve fitting algorithm on a forest-tundra ecotone in the Northwest Territories, Canada. - Koen Hufkens; Paul Scheunders; Reinhart Ceulemans (Ecol. Informatics, 2009)

Wavelet-Based EM Algorithm for Multispectral-Image Restoration. - Arno Duijster; Paul Scheunders; Steve De Backer (IEEE Trans. Geosci. Remote. Sens., 2009)

Noise-Resistant Wavelet-Based Bayesian Fusion of Multispectral and Hyperspectral Images. - Yifan Zhang 006; Steve De Backer; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2009)

Nonlinear barycentric dimensionality reduction. - Rob Heylen; Paul Scheunders (ICIP, 2010)

Source Separation By Score Synthesis. - Joachim Ganseman; Paul Scheunders; Gautham J. Mysore; Jonathan S. Abel (ICMC, 2010)

A graph-based method for non-linear unmixing of hyperspectral imagery. - Rob Heylen; Dzevdet Burazerovic; Paul Scheunders (IGARSS, 2010)

Habitat mapping and quality assessment of heathlands using a modified kernel-based reclassification technique. - Guy Thoonen; Toon Spanhove; Birgen Haest; Jeroen Vanden Borre; Paul Scheunders (IGARSS, 2010)

Evaluation of a Score-informed Source Separation System. - Joachim Ganseman; Paul Scheunders; Gautham J. Mysore; Jonathan S. Abel (ISMIR, 2010)

Habitat reporting of a heathland site: Classification probabilities as additional information, a case study. - Koen Hufkens; Guy Thoonen; Jeroen Vanden Borre; Paul Scheunders; Reinhart Ceulemans (Ecol. Informatics, 2010)

Towards streaming hyperspectral endmember extraction. - Dzevdet Burazerovic; Rob Heylen; Paul Scheunders (IGARSS, 2011)

Non-linear fully-constrained spectral unmixing. - Rob Heylen; Paul Scheunders (IGARSS, 2011)

Classification of multi-source images using color morphological profiles. - Valérie De Witte; Guy Thoonen; Paul Scheunders; Aleksandra Pizurica; Wilfried Philips (IGARSS, 2011)

Spectral unmixing using distance geometry. - Rob Heylen; Paul Scheunders (WHISPERS, 2011)

Multi-source image classification using color attribute profiles. - Zahid Mahmood; Guy Thoonen; Valérie De Witte; Paul Scheunders (WHISPERS, 2011)

Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions with an Application to Multicomponent Texture Discrimination. - Geert Verdoolaege; Paul Scheunders (Int. J. Comput. Vis., 2011)

Non-Linear Spectral Unmixing by Geodesic Simplex Volume Maximization. - Rob Heylen; Dzevdet Burazerovic; Paul Scheunders (IEEE J. Sel. Top. Signal Process., 2011)

Enhanced Visualization of Hyperspectral Images. - Zahid Mahmood; Paul Scheunders (IEEE Geosci. Remote. Sens. Lett., 2011)

Fully Constrained Least Squares Spectral Unmixing by Simplex Projection. - Rob Heylen; Dzevdet Burazerovic; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2011)

Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms. - Joachim Ganseman; Paul Scheunders; S. Dixon (EUSIPCO, 2012)

Unmixing for detection and quantification of adjacency effects. - Dzevdet Burazerovic; Bert Geens; Rob Heylen; Sindy Sterckx; Paul Scheunders (IGARSS, 2012)

Estimating the number of endmembers in hyperspectral imagery with nearest neighbor distances. - Rob Heylen; Paul Scheunders (IGARSS, 2012)

Automatic threshold selection for morphological attribute profiles. - Zahid Mahmood; Guy Thoonen; Paul Scheunders (IGARSS, 2012)

A fast geometric algorithm for solving the inversion problem in spectral unmixing. - Rob Heylen; Paul Scheunders (WHISPERS, 2012)

Subpixel mapping of hyperspectral data using high resolution color images. - Zahid Mahmood; Guy Thoonen; Muhammad Awais Akhter; Paul Scheunders (WHISPERS, 2012)

Accuracy assessment of contextual classification results for vegetation mapping. - Guy Thoonen; Koen Hufkens; Jeroen Vanden Borre; Toon Spanhove; Paul Scheunders (Int. J. Appl. Earth Obs. Geoinformation, 2012)

On the Geometry of Multivariate Generalized Gaussian Models. - Geert Verdoolaege; Paul Scheunders (J. Math. Imaging Vis., 2012)

Calculation of Geodesic Distances in Nonlinear Mixing Models: Application to the Generalized Bilinear Model. - Rob Heylen; Paul Scheunders (IEEE Geosci. Remote. Sens. Lett., 2012)

Multisource Classification of Color and Hyperspectral Images Using Color Attribute Profiles and Composite Decision Fusion. - Guy Thoonen; Zahid Mahmood; Stijn Peeters; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

A Bayesian Restoration Approach for Hyperspectral Images. - Yifan Zhang 006; Arno Duijster; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2012)

Tracking for Quantifying Social Network of Drosophila Melanogaster. - Tanmay Nath; Guangda Liu; Barbara Weyn; Bassem Hassan; Ariane Ramaekers; Steve De Backer; Paul Scheunders (CAIP (2), 2013)

Solving the hyperspectral unmixing problem with projection onto convex sets. - Rob Heylen; Muhammad Awais Akhter; Paul Scheunders (EUSIPCO, 2013)

Domain adaptation with Hidden Markov Random Fields. - Jan-Pieter Jacobs; Guy Thoonen; Devis Tuia; Gustavo Camps-Valls; Birgen Haest; Paul Scheunders (IGARSS, 2013)

Hyperspectral image subpixel mapping using Getis index. - Muhammad Awais Akhter; Zahid Mahmood; Paul Scheunders (WHISPERS, 2013)

Handling spectral variability with alternating angle minimization. - Rob Heylen; Paul D. Gader; Paul Scheunders (WHISPERS, 2013)

Multi-dimensional pixel purity index. - Rob Heylen; Paul Scheunders (WHISPERS, 2013)

On Using Projection Onto Convex Sets for Solving the Hyperspectral Unmixing Problem. - Rob Heylen; Muhammad Awais Akhter; Paul Scheunders (IEEE Geosci. Remote. Sens. Lett., 2013)

Detecting the Adjacency Effect in Hyperspectral Imagery With Spectral Unmixing Techniques. - Dzevdet Burazerovic; Rob Heylen; Bert Geens; Sindy Sterckx; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Hyperspectral Intrinsic Dimensionality Estimation With Nearest-Neighbor Distance Ratios. - Rob Heylen; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image. - Zahid Mahmood; Muhammad Awais Akhter; Guy Thoonen; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction. - Rob Heylen; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2013)

Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images. - Wenzhi Liao; Aleksandra Pizurica; Paul Scheunders; Wilfried Philips; Youguo Pi (IEEE Trans. Geosci. Remote. Sens., 2013)

Hyperspectral unmixing using an active set algorithm. - Rob Heylen; Paul Scheunders (ICIP, 2014)

Automated Social Behaviour Recognition at Low Resolution. - Tanmay Nath; Guangda Liu; Bassem Hassan; Barbara Weyn; Steve De Backer; Paul Scheunders (ICPR, 2014)

Spectral adaptation of hyperspectral flight lines using VHR contextual information. - Jan-Pieter Jacobs; Guy Thoonen; Devis Tuia; Gustavo Camps-Valls; Pieter Kempeneers; Paul Scheunders (IGARSS, 2014)

Geometric matched filter for hyperspectral partial unmixing. - Muhammad Awais Akhter; Rob Heylen; Paul Scheunders (WHISPERS, 2014)

Nonlinear unmixing by using non-euclidean metrics in a linear unmixing chain. - Rob Heylen; Paul Scheunders; Anand Rangarajan 001; Paul D. Gader (WHISPERS, 2014)

Hyperspectral image noise reduction and its effect on spectral unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2014)

A Spectral-Unmixing Approach to Estimate Water-Mass Concentrations in Case 2 Waters. - Dzevdet Burazerovic; Rob Heylen; Dries Raymaekers; Els Knaeps; Catharina J. M. Philippart; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

A Distance Geometric Framework for Nonlinear Hyperspectral Unmixing. - Rob Heylen; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Hyperspectral unmixing with projection onto convex sets using distance geometry. - Muhammad Awais Akhter; Rob Heylen; Paul Scheunders (IGARSS, 2015)

A fast alternative for the pixel purity index algorithm. - Rob Heylen; Muhammad Awais Akhter; Paul Scheunders (IGARSS, 2015)

Lossy compression of hyperspectral images optimizing spectral unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (IGARSS, 2015)

Nonlinear unmixing with a multilinear mixing model. - Rob Heylen; Paul Scheunders (WHISPERS, 2015)

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter. - Wenzhi Liao; Xin Huang 002; Frieke Van Coillie; Guy Thoonen; Aleksandra Pizurica; Paul Scheunders; Wilfried Philips (WHISPERS, 2015)

A Geometric Matched Filter for Hyperspectral Target Detection and Partial Unmixing. - Muhammad Awais Akhter; Rob Heylen; Paul Scheunders (IEEE Geosci. Remote. Sens. Lett., 2015)

A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations. - Laurent Tits; Rob Heylen; Ben Somers; Paul Scheunders; Pol Coppin (IEEE Geosci. Remote. Sens. Lett., 2015)

Nonlinear Unmixing by Using Different Metrics in a Linear Unmixing Chain. - Rob Heylen; Paul Scheunders; Anand Rangarajan 001; Paul D. Gader (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction. - Azam Karami; Rob Heylen; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2015)

Classification of hyperspectral images with very small training size using sparse unmixing. - Vera Andrejchenko; Rob Heylen; Paul Scheunders; Wilfried Philips; Wenzhi Liao (IGARSS, 2016)

Alternating angle minimization based unmixingwith endmember variability. - Rob Heylen; Paul Scheunders; Alina Zare; Paul D. Gader (IGARSS, 2016)

LiDAR information extraction by attribute filters with partial reconstruction. - Wenzhi Liao; Mauro Dalla Mura; Xin Huang 002; Jocelyn Chanussot; Sidharta Gautama; Paul Scheunders; Wilfried Philips (IGARSS, 2016)

Superresolution of hyperspectral images using spectral unmixing and sparse regularization. - Zahra Hashemi Nezhad; Azam Karami; Rob Heylen; Paul Scheunders (IGARSS, 2016)

Optical solutions for improving spatial resolution of hyperspectral sensors. - Sayyed Ashkan Adibi; Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2016)

Compression of hyperspectral images using block coordinate descent search and compressed sensing. - Shirin Hassanzadeh; Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2016)

Estimation of the number of endmembers via the hubness phenomenon. - Rob Heylen; Mario Parente; Paul Scheunders (WHISPERS, 2016)

Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2016)

Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging. - Mohd Shahrimie Mohd Asaari; Puneet Mishra; Stien Mertens; Stijn Dhondt; Nathalie Wuyts; Paul Scheunders (WHISPERS, 2016)

Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding. - Zahra Hashemi Nezhad; Azam Karami; Rob Heylen; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Multilinear Mixing Model for Nonlinear Spectral Unmixing. - Rob Heylen; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization. - Rob Heylen; Alina Zare; Paul D. Gader; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral Image Compression Optimized for Spectral Unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2016)

Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon. - Rob Heylen; Mario Parente; Paul Scheunders (LVA/ICA, 2017)

Pixel purity vertex component analysis. - Rob Heylen; Mario Parente; Paul Scheunders (IGARSS, 2017)

Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation. - Elham Kordi Ghasrodashti; Azam Karami; Rob Heylen; Paul Scheunders (Remote. Sens., 2017)

Habitat Mapping and Quality Assessment of NATURA 2000 Heathland Using Airborne Imaging Spectroscopy. - Birgen Haest; Jeroen Vanden Borre; Toon Spanhove; Guy Thoonen; Stephanie Delalieux; Lammert Kooistra; Caspar A. Mücher; Desiré Paelinckx; Paul Scheunders; Pieter Kempeneers (Remote. Sens., 2017)

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. - Renbo Luo; Wenzhi Liao; Hongyan Zhang 001; Liangpei Zhang 001; Paul Scheunders; Youguo Pi; Wilfried Philips (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Estimation of the Number of Endmembers in a Hyperspectral Image via the Hubness Phenomenon. - Rob Heylen; Mario Parente; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2017)

MRF-Based Decision Fusion for Hyperspectral Image Classification. - Vera Andrejchenko; Rob Heylen; Wenzhi Liao; Wilfried Philips; Paul Scheunders (IGARSS, 2018)

Spectral Variability in a Multilinear Mixing Model. - Thorvald Dox; Rob Heylen; Paul Scheunders (IGARSS, 2018)

A Neural Network Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Rob Heylen; Paul Scheunders (IGARSS, 2018)

Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain. - Hossein Rezaei; Azam Karami; Paul Scheunders (IGARSS, 2018)

Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform. - Mohammad Reza Soleimanzadeh; Azam Karami; Paul Scheunders (IGARSS, 2018)

Detection of Plant Responses to Drought using Close-Range Hyperspectral Imaging in a High-Throughput Phenotyping Platform. - Mohd Shahrimie Mohd Asaari; Stien Mertens; Stijn Dhondt; Nathalie Wuyts; Paul Scheunders (WHISPERS, 2018)

Noise Reduction in Hyperspectral Imagery: Overview and Application. - Behnood Rasti; Paul Scheunders; Pedram Ghamisi; Giorgio Licciardi; Jocelyn Chanussot (Remote. Sens., 2018)

A Spectral Mixing Model Accounting for Multiple Reflections and Shadow. - Vera Andrejchenko; Zohreh Zahiri; Rob Heylen; Paul Scheunders (IGARSS, 2019)

A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Paul Scheunders (IGARSS, 2019)

Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging. - Bikram Koirala; Zohreh Zahiri; Mahdi Khodadadzadeh; Paul Scheunders (WHISPERS, 2019)

Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform. - Mohd Shahrimie Mohd Asaari; Stien Mertens; Stijn Dhondt; Dirk Inzé; Nathalie Wuyts; Paul Scheunders (Comput. Electron. Agric., 2019)

Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields. - Vera Andrejchenko; Wenzhi Liao; Wilfried Philips; Paul Scheunders (Remote. Sens., 2019)

A Supervised Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Mahdi Khodadadzadeh; Cecilia Contreras; Zohreh Zahiri; Richard Gloaguen; Paul Scheunders (Remote. Sens., 2019)

Nonlinear Hyperspectral Unmixing With Graphical Models. - Rob Heylen; Vera Andrejchenko; Zohreh Zahiri; Mario Parente; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2019)

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi (Remote. Sens., 2020)

Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Robert Jackisch; Paul Scheunders; Richard Gloaguen (Remote. Sens., 2020)

A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements. - Bikram Koirala; Zohreh Zahiri; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2020)

Spectral Unmixing Using Deep Convolutional Encoder-Decoder. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi (IGARSS, 2021)

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi; Richard Gloaguen (IGARSS, 2021)

When is the Right Time to Apply Denoising? - Kasra Rafiezadeh Shahi; Behnood Rasti; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (IGARSS, 2021)

Analysis of Plant Stress Response Using Hyperspectral Imaging and Kernel Ridge Regression. - Mohd Shahrimie Mohd Asaari; Stien Mertens; Stijn Dhondt; Dirk Inzé; Paul Scheunders (RoViSP, 2021)

Destriping Hyperspectral Imagery By Adaptive Anisotropic Total Variation And Truncated Nuclear Norm. - Ting Hu; Na Liu 014; Wei Li 032; Ran Tao 003; Feng Zhang 011; Paul Scheunders (WHISPERS, 2021)

A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Robert Jackisch; Behnood Rasti; Paul Scheunders; Richard Gloaguen (WHISPERS, 2021)

Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition. - Marzieh Zare; Mohammad Sadegh Helfroush; Kamran Kazemi; Paul Scheunders (Remote. Sens., 2021)

Hyperspectral Image Restoration Using Adaptive Anisotropy Total Variation and Nuclear Norms. - Ting Hu; Wei Li 032; Na Liu 014; Ran Tao 003; Feng Zhang 011; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2021)

Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability. - Bikram Koirala; Zohreh Zahiri; Alfredo Lamberti; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2021)

A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance. - Bikram Koirala; Paul Scheunders (IGARSS, 2022)

Sparse Unmixing using Deep Convolutional Networks. - Behnood Rasti; Bikram Koirala; Paul Scheunders (IGARSS, 2022)

Deep Blind Unmixing using Minimum Simplex Convolutional Network. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Jocelyn Chanussot (IGARSS, 2022)

Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Paul Scheunders; Richard Gloaguen (IGARSS, 2022)

Corrosion Monitoring On Zinc Electroplated Steel Using Shortwave Infrared Hyperspectral Imaging. - Thomas De Kerf; Zohreh Zahiri; Paul Scheunders; Steve Vanlanduit (WHISPERS, 2022)

Characterization Of Corrosion Products On Carbon Steel Using Hyperspectral Imaging In Short-Wave Infrared (SWIR). - Zohreh Zahiri; Alfredo Lamberti; Jan Wielant; Paul Scheunders (WHISPERS, 2022)

Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization. - Guichen Zhang; Daniele Cerra; Rupert Müller; Paul Scheunders (WHISPERS, 2022)

Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress. - Mohd Shahrimie Mohd Asaari; Stien Mertens; Lennart Verbraeken; Stijn Dhondt; Dirk Inzé; Bikram Koirala; Paul Scheunders (Comput. Electron. Agric., 2022)

Deep Hyperspectral Unmixing using Transformer Network. - Preetam Ghosh; Swalpa Kumar Roy; Bikram Koirala; Behnood Rasti; Paul Scheunders (CoRR, 2022)

Identification of Corrosion Minerals Using Shortwave Infrared Hyperspectral Imaging. - Thomas De Kerf; Georgios Pipintakos; Zohreh Zahiri; Steve Vanlanduit; Paul Scheunders (Sensors, 2022)

MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Richard Gloaguen; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm. - Kasra Rafiezadeh Shahi; Pedram Ghamisi; Behnood Rasti; Paul Scheunders; Richard Gloaguen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery. - Guichen Zhang; Paul Scheunders; Daniele Cerra; Rupert Müller (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Hyperspectral Unmixing Using Transformer Network. - Preetam Ghosh; Swalpa Kumar Roy; Bikram Koirala; Behnood Rasti; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2022)

A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance. - Bikram Koirala; Zohreh Zahiri; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2022)

HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network. - Behnood Rasti; Bikram Koirala; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2022)

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

UnDIP: Hyperspectral Unmixing Using Deep Image Prior. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2022)

An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Andréa de Lima Ribeiro; Yuleika Madriz; Erik Herrmann; Arthur Gestels; Thomas De Kerf; Koen Janssens; Gunther Steenackers; Richard Gloaguen; Paul Scheunders (IGARSS, 2023)

Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data. - Ketaki Vinay Jambhali; Bikram Koirala; Zakaria Bnoulkacem; Paul Scheunders (WHISPERS, 2023)

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. - Bikram Koirala; Samiran Das; Behnood Rasti; Pedram Ghamisi; Richard Gloaguen; Paul Scheunders (WHISPERS, 2023)

Unmixing Intimate Mixtures Using Bézier Surfaces. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Paul Scheunders (WHISPERS, 2023)

Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging. - Michiel Vlaminck; Zakaria Bnoulkacem; Gonzalo Luzardo; Hamed Zivariadab; Zohreh Zahiri; Bikram Koirala; Frédéric Mangialetto; Irid Bufi; Ljiljana Platisa; Murali Jayapala; Paul Scheunders; Hiep Luong 001 (WHISPERS, 2023)

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Andréa de Lima Ribeiro; Yuleika Madriz; Erik Herrmann; Arthur Gestels; Thomas De Kerf; Sandra Lorenz; Margret C. Fuchs; Koen Janssens; Gunther Steenackers; et al. (CoRR, 2023)

Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization. - Guichen Zhang; Paul Scheunders; Daniele Cerra (IEEE Trans. Geosci. Remote. Sens., 2023)

Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance. - Bikram Koirala; Nicholus Mboga; Robrecht Moelans; Els Knaeps; Seppe Sels; Frederik Winters; Svetlana Samsonova; Steve Vanlanduit; Paul Scheunders (Remote. Sens., 2023)

Investigating State of the Art Hyperspectral Imaging Classification Models for Plastic Types Identification. - Elias Arbash; Andréa de Lima Ribeiro; Aldino Rizaldy; Margret C. Fuchs; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (WHISPERS, 2024)

Improving Spectral Unmixing Performance by Frequency Component Reduction. - Zakaria Bnoulkacem; Bikram Koirala; Paul Scheunders (WHISPERS, 2024)

Exploring the Potential of Hyperspectral Imaging to Estimate the Moisture Content in Natural and Historical Stones. - Danish Ali Chaghdo; Bikram Koirala; Laura Cristina; Roald Hayen; Paul Scheunders (WHISPERS, 2024)

A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures. - Bikram Koirala; Behnood Rasti; Paul Scheunders (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Nonlinear Spectral Unmixing Using Bézier Surfaces. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2024)

A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing. - Xuanwen Tao; Bikram Koirala; Antonio Plaza; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2024)

Polymers Hyperspectral Imaging. - Elias Arbash; Andréa de Lima Ribeiro; Aldino Rizaldy; Margret C. Fuchs; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (RODARE, 2024)

A Spectral-Spatial Attention Network for Hyperspectral Unmixing. - Xuanwen Tao; Bikram Koirala; Behnood Rasti; Antonio Plaza; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2025)

A Two-step Linear Mixing Model for Unmixing under Hyperspectral Variability. - Xander Haijen; Bikram Koirala; Xuanwen Tao; Paul Scheunders (CoRR, 2025)

Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Dataset. - Elias Arbash; Ahmed Jamal Afifi; Ymane Belahsen; Margret C. Fuchs; Pedram Ghamisi; Paul Scheunders; Richard Gloaguen (CoRR, 2025)