Paul Scheunders

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Improving the efficiency of MESMA through geometric unmixing principles

Rob Heylen, Laurent Tits, Ben Somers, 2013, Remote Sensing.

Multi-source image classification using color attribute profiles

Paul Scheunders, Zahid Mahmood, Guy Thoonen, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Wavelets for texture analysis, an overview

Paul Scheunders, Stefan Livens, G. van de Wouwer, 1997 .

Towards streaming hyperspectral endmember extraction

Rob Heylen, Paul Scheunders, Dzevdet Burazerovic, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

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

Rob Heylen, Paul Scheunders, P. Scheunders, 2012, IEEE Geoscience and Remote Sensing Letters.

A Geometric Matched Filter for Hyperspectral Target Detection and Partial Unmixing

Rob Heylen, Paul Scheunders, Muhammad Awais Akhter, 2015, IEEE Geoscience and Remote Sensing Letters.

Fully Constrained Least Squares Spectral Unmixing by Simplex Projection

Rob Heylen, Paul Scheunders, Dzevdet Burazerovic, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Enhanced Visualization of Hyperspectral Images

Paul Scheunders, Zahid Mahmood, 2011, IEEE Geoscience and Remote Sensing Letters.

Using XML-Formatted Scores in Real-Time Applications

Paul Scheunders, Joachim Ganseman, Wim D'haes, 2009, ISMIR.

LiDAR information extraction by attribute filters with partial reconstruction

Jocelyn Chanussot, Wilfried Philips, Paul Scheunders, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions with an Application to Multicomponent Texture Discrimination

Paul Scheunders, Geert Verdoolaege, P. Scheunders, 2011, International Journal of Computer Vision.

Tracking for Quantifying Social Network of Drosophila Melanogaster

Paul Scheunders, Bassem Hassan, Steve De Backer, 2013, CAIP.

Spectral Variability in a Multilinear Mixing Model

Rob Heylen, Paul Scheunders, Thorvald Dox, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet-FILVQ classifier for speech analysis

Paul Scheunders, Gert Van de Wouwer, Dirk Van Dyck, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Automated Social Behaviour Recognition at Low Resolution

Paul Scheunders, Bassem Hassan, Steve De Backer, 2014, 2014 22nd International Conference on Pattern Recognition.

Wavelet-based Texture Analysis

Paul Scheunders, Philippe Vautrot, Stefan Livens, 1998 .

A new approach towards self adaptive object recognition

Paul Scheunders, Stefan Livens, D. Van Dyck, 1994 .

Non-linear dimensionality reduction techniques for unsupervised feature extraction

Paul Scheunders, Antoine Naud, Steve De Backer, 1998, Pattern Recognit. Lett..

Multiscale edge representation applied to image fusion

Paul Scheunders, P. Scheunders, 2000, SPIE Optics + Photonics.

Automatic forensic analysis of automotive paints using optical microscopy.

Paul Scheunders, Guy Thoonen, Bart Nys, 2016, Forensic science international.

Advanced Concepts for Intelligent Vision Systems

Dan Popescu, Paul Scheunders, Jacques Blanc-Talon, 2010, Lecture Notes in Computer Science.

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

Rob Heylen, Paul Scheunders, Mario Parente, 2017, LVA/ICA.

Optical solutions for improving spatial resolution of hyperspectral sensors

Rob Heylen, Paul Scheunders, Sayyed Ashkan Adibi, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A band selection technique for spectral classification

Paul Scheunders, Pieter Kempeneers, Steve De Backer, 2005, IEEE Geoscience and Remote Sensing Letters.

On-line determination of the velocity of simultaneously moving organisms by image analysis for the detection of sublethal toxicity

Paul Scheunders, Marc Baillieul, P. Scheunders, 1998 .

A Neural Network Method for Nonlinear Hyperspectral Unmixing

Rob Heylen, Paul Scheunders, Bikram Koirala, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Voice classification by wavelet transforms and fuzzy interpreted LVQ networks

Paul Scheunders, G. van de Wouwer, D. Van Dyck, 1996 .

Rotation-invariant texture characterization using isotropic wavelet frames

Paul Scheunders, Gert Van de Wouwer, Dirk Van Dyck, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Voice Recognition from Spectrograms: A Wavelet Based Approach

Paul Scheunders, G. van de Wouwer, D. Van Dyck, 1997 .

Habitat mapping and quality assessment of heathlands using a modified kernel-based reclassification technique

Paul Scheunders, Guy Thoonen, Toon Spanhove, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data

Paul Scheunders, Steve De Backer, Shixin Yu, 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

Solving the hyperspectral unmixing problem with projection onto convex sets

Rob Heylen, Paul Scheunders, Muhammad Awais Akhter, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Non-linear Mapping for Feature Extraction

Paul Scheunders, Antoine Naud, Steve De Backer, 1998, SSPR/SPR.

3D region of interest X-ray CT for geometric magnification from multiresolution acquisitions

Paul Scheunders, Dirk Van Dyck, Greg Tisson, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Nonlinear barycentric dimensionality reduction

Rob Heylen, Paul Scheunders, P. Scheunders, 2010, 2010 IEEE International Conference on Image Processing.

A hyperspectral image restoration technique

Yifan Zhang, Paul Scheunders, Arno Duijster, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Advanced Concepts for Intelligent Vision Systems

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2005, Lecture Notes in Computer Science.

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

Rob Heylen, Paul Scheunders, Azam Karami, 2017, Remote. Sens..

Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain

Yifan Zhang, Paul Scheunders, Steve De Backer, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Least-squares interband denoising of color and multispectral images

Paul Scheunders, Jef Driesen, P. Scheunders, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Multispectral image fusion and merging using multiscale fundamental forms

Paul Scheunders, Steve De Backer, P. Scheunders, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

Source Separation By Score Synthesis

Gautham J. Mysore, Paul Scheunders, Jonathan S. Abel, 2010, ICMC.

Handling spectral variability with alternating angle minimization

Paul D. Gader, Rob Heylen, Paul Scheunders, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Enhancement of fMRI image series with the aid of an anatomical image

Paul Scheunders, Steve De Backer, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Fast bias field reduction by localized Lloyd-Max quantization

Kees Joost Batenburg, Jan Sijbers, Paul Scheunders, 2008, SPIE Medical Imaging.

Multicomponent Image Restoration, an Experimental Study

Paul Scheunders, Steve De Backer, Arno Duijster, 2007, ICIAR.

Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform

Paul Scheunders, Azam Karami, Mohammad Reza Soleimanzadeh, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Volume quantization of the mouse cerebellum by semiautomatic 3D segmentation of magnetic resonance images

Jan Sijbers, Paul Scheunders, Annemarie van der Linden, 1996, Medical Imaging.

On the Geometry of Multivariate Generalized Gaussian Models

Paul Scheunders, Geert Verdoolaege, P. Scheunders, 2012, Journal of Mathematical Imaging and Vision.

A fast alternative for the pixel purity index algorithm

Rob Heylen, Paul Scheunders, Muhammad Awais Akhter, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms

Paul Scheunders, Joachim Ganseman, S. Dixon, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

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

Rob Heylen, Paul Scheunders, Azam Karami, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Detection of microcalcifications using neural networks

Paul Scheunders, D. Van Dyck, D. Meersman, 1996 .

Wavelet-based texture classification

Paul Scheunders, G. van de Wouwer, 2000 .

Wavelet-Based EM Algorithm for Multispectral-Image Restoration

Paul Scheunders, Steve De Backer, Arno Duijster, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Spectral adaptation of hyperspectral flight lines using VHR contextual information

Paul Scheunders, Pieter Kempeneers, Gustavo Camps-Valls, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Multiscale fundamental forms: a multimodal image wavelet representation

Paul Scheunders, P. Scheunders, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

A Distance Geometric Framework for Nonlinear Hyperspectral Unmixing

Rob Heylen, Paul Scheunders, P. Scheunders, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Wavelet domain denoising of single-band and multiband images adapted to the probability of the presence of features of interest

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2005, SPIE Optics + Photonics.

Multivalued image segmentation based on first fundamental form

Paul Scheunders, P. Scheunders, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

Advanced Concepts for Intelligent Vision Systems - ACIVS 2018

Dan Popescu, Wilfried Philips, Paul Scheunders, 2020 .

Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image

Paul Scheunders, Zahid Mahmood, Guy Thoonen, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging

Puneet Mishra, Paul Scheunders, Stijn Dhondt, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A Multicomponent Image Segmentation Framework

Paul Scheunders, Jef Driesen, P. Scheunders, 2008, ACIVS.

Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction

Rob Heylen, Paul Scheunders, Azam Karami, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral image subpixel mapping using Getis index

Paul Scheunders, Zahid Mahmood, Muhammad Awais Akhter, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Advanced Concepts for Intelligent Vision Systems

Sebastiano Battiato, Paul Scheunders, Jacques Blanc-Talon, 2015, Lecture Notes in Computer Science.

A wavelet representation of multivalued images

Paul Scheunders, P. Scheunders, 2004, SPIE Optics East.

Detecting the Adjacency Effect in Hyperspectral Imagery With Spectral Unmixing Techniques

Rob Heylen, Sindy Sterckx, Paul Scheunders, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A genetic Lloyd-Max image quantization algorithm

Paul Scheunders, P. Scheunders, 1996, Pattern Recognit. Lett..

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

Rob Heylen, Laurent Tits, Ben Somers, 2015, IEEE Geoscience and Remote Sensing Letters.

Study on the effect of sub-pixel interpolation on the detection of microcalcifications

Paul Scheunders, D. Van Dyck, D. Meersman, 1999 .

Bayesian wavelet-based denoising of multicomponent images

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2007, SPIE Optics East.

Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction

Rob Heylen, Paul Scheunders, 2013, IEEE Transactions on Geoscience and Remote Sensing.

A competitive elliptical clustering algorithm

Paul Scheunders, Steve De Backer, 1999, Pattern Recognit. Lett..

Texture segmentation by frequency-sensitive elliptical competitive learning

Paul Scheunders, Steve De Backer, 2001, Image Vis. Comput..

Generic wavelet-based hyperspectral classification applied to vegetation stress detection

Paul Scheunders, Pol Coppin, Pieter Kempeneers, 2005, IEEE Transactions on Geoscience and Remote Sensing.

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

Vera Andrejchenko, Rob Heylen, Wilfried Philips, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Classification of Corrosion Images by Wavelet Signatures and LVQ Networks

Paul Scheunders, Stefan Livens, Gert Van de Wouwer, 1995, CAIP.

Multiscale anisotropic filtering of color images

Jan Sijbers, Paul Scheunders, P. Scheunders, 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

Estimation of the number of endmembers via the hubness phenomenon

Rob Heylen, Paul Scheunders, Mario Parente, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Spatiotemporal properties of the BOLD response in the songbirds' auditory circuit during a variety of listening tasks

Jan Sijbers, Paul Scheunders, Annemarie van der Linden, 2005, NeuroImage.

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

Paul D. Gader, Rob Heylen, Paul Scheunders, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A genetic c-Means clustering algorithm applied to color image quantization

Paul Scheunders, P. Scheunders, 1997, Pattern Recognit..

Unmixing for detection and quantification of adjacency effects

Rob Heylen, Sindy Sterckx, Paul Scheunders, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet-based multicomponent image restoration

Paul Scheunders, Steve De Backer, Arno Duijster, 2007, SPIE Optics East.

Local mapping for multispectral image visualization

Paul Scheunders, 2001, Image Vis. Comput..

Rotation-invariant texture segmentation using continuous wavelets

Paul Scheunders, Stefan Livens, G. van de Wouwer, 1997 .

Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform

Paul Scheunders, Nathalie Wuyts, Dirk Inzé, 2019, Comput. Electron. Agric..

Automatic threshold selection for morphological attribute profiles

Paul Scheunders, Zahid Mahmood, Guy Thoonen, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A genetic approach towards optimal color image quantization

Paul Scheunders, P. Scheunders, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Classification of multi-source images using color morphological profiles

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Multi-dimensional pixel purity index

Rob Heylen, Paul Scheunders, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral image noise reduction and its effect on spectral unmixing

Rob Heylen, Paul Scheunders, Azam Karami, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization

Rob Heylen, Paul Scheunders, Paul Gader, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene

Liangpei Zhang, Wilfried Philips, Paul Scheunders, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Rob Heylen, Paul Scheunders, Muhammad Awais Akhter, 2013, IEEE Geoscience and Remote Sensing Letters.

Advanced Concepts for Intelligent Vision Systems

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2016, Lecture Notes in Computer Science.

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

Rob Heylen, Paul Scheunders, Azam Karami, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

15th International Conference on Advanced Concepts for Intelligent Vision Systems - Volume 8192

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2013, ACIVS 2013.

Advanced Techniques for Computational and Information Sciences

Bor-Chen Kuo, Chih-Cheng Hung, Zhiqiang Ma, 2016 .

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

Rob Heylen, Paul Scheunders, Azam Karami, 2016 .

Evaluation of a Score-informed Source Separation System

Gautham J. Mysore, Paul Scheunders, Jonathan S. Abel, 2010, ISMIR.

Hyperspectral Image Compression Optimized for Spectral Unmixing

Rob Heylen, Paul Scheunders, Azam Karami, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral classification applied to the Belgian coastline

Paul Scheunders, Pieter Kempeneers, Steve De Backer, 2005, SPIE Remote Sensing.

Multispectral image fusion using local mapping techniques

Paul Scheunders, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

A combined hyperspectral image restoration and fusion approach

Yifan Zhang, Paul Scheunders, Arno Duijster, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Denoising of multispectral images using wavelet thresholding

Paul Scheunders, P. Scheunders, 2004, SPIE Remote Sensing.

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

Rob Heylen, Paul Scheunders, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Validation of the sigmoid wave curve fitting algorithm on a forest-tundra ecotone in the Northwest Territories, Canada

Paul Scheunders, Koen Hufkens, Reinhart Ceulemans, 2009, Ecol. Informatics.

Proceeding of the 15th International Conference, ACIVS 2013 on Advanced Concepts for Intelligent Vision Systems - Volume 8192

Wilfried Philips, Paul Scheunders, Jacques Blanc-Talon, 2013 .

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

Rob Heylen, Paul Scheunders, Mario Parente, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Nonlinear Unmixing by Using Different Metrics in a Linear Unmixing Chain

Paul D. Gader, Rob Heylen, Paul Scheunders, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Assessing the quality of heathland vegetation by classification of hyperspectral data using spatial information

Paul Scheunders, Guy Thoonen, Jeroen Vanden Borre, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Hyperspectral Intrinsic Dimensionality Estimation With Nearest-Neighbor Distance Ratios

Rob Heylen, Paul Scheunders, P. Scheunders, 2013, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Multilinear Mixing Model for Nonlinear Spectral Unmixing

Rob Heylen, Paul Scheunders, P. Scheunders, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Advanced Concepts for Intelligent Vision Systems, 7th International Conference, ACIVS 2005, Antwerp, Belgium, September 20-23, 2005, Proceedings

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2005, ACIVS.

2D contourtracking by image processing

Paul Scheunders, D. Van Dyck, D. Meersman, 1994 .

Advanced Concepts for Intelligent Vision Systems

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2018, Lecture Notes in Computer Science.

Spatial hyperspectral image classification by prior segmentation

Paul Scheunders, Guy Thoonen, Jef Driesen, 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium.

Advanced concepts for intelligent vision systems : proceedings 13th International Conference, ACIVS 2011, Ghent, Belgium, August 22-25, 2011

Wilfried Philips, Paul Scheunders, Jacques Blanc-Talon, 2011 .

Multiscale watershed segmentation of multivalued images

Jan Sijbers, Paul Scheunders, P. Scheunders, 2002, Object recognition supported by user interaction for service robots.

Fibered fluorescence microscopy (FFM) of intra epidermal nerve fibers--translational marker for peripheral neuropathies in preclinical research: processing and analysis of the data

Peter Schelkens, Paul Scheunders, Steve De Backer, 2008, Optical Engineering + Applications.

Wavelet thresholding of multivalued images

Paul Scheunders, P. Scheunders, 2004, IEEE Transactions on Image Processing.

Wavelets for Texture Analysis

Paul Scheunders, Stefan Livens, Gert Van de Wouwer, 1997 .

A multivalued image wavelet representation based on multiscale fundamental forms

Paul Scheunders, P. Scheunders, 2002, IEEE Trans. Image Process..

A comparison of clustering algorithms applied to color image quantization

Paul Scheunders, P. Scheunders, 1997, Pattern Recognit. Lett..

Wavelet correlation signatures for color texture characterization

Paul Scheunders, Stefan Livens, Gert Van de Wouwer, 1999, Pattern Recognit..

The genetic algorithm approach and K-means clustering: their role in unsupervised training in image classification

Chih-Cheng Hung, Paul Scheunders, Chih-Cheng Hung, 1998 .

Detection of microcalcifications using non-linear filtering

Paul Scheunders, Dirk Van Dyck, Dirk Meersman, 1998, 9th European Signal Processing Conference (EUSIPCO 1998).

Pixel purity vertex component analysis

Rob Heylen, Paul Scheunders, Mario Parente, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Erratum to: Advanced Concepts for IntelligentVision Systems

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2013, ACIVS 2013.

SNR quantification and improvement of multiple SPECT images by means of crosscorrelation

Jan Sijbers, Paul Scheunders, J. P. Straatman, 1996 .

A Supervised Method for Nonlinear Hyperspectral Unmixing

Zohreh Zahiri, Paul Scheunders, Richard Gloaguen, 2019, Remote. Sens..

Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast

Paul Scheunders, Pieter Kempeneers, Guy Thoonen, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Classification of Microcalcifications Using Texture-Based Features

Paul Scheunders, Dirk Van Dyck, Dirk Meersman, 1998, Digital Mammography / IWDM.

Retrieval of oceanic constituents from ocean color using simulated annealing

Sindy Sterckx, Paul Scheunders, Pieter Kempeneers, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

Feature Selection and Classifier Ensembles: A Study on Hyperspectral Remote Sensing Data Kenmerk Selectie en Classificatie Ensembles: Een Studie op Hyperspectrale Afstandswaarnemingsdata

Paul Scheunders, Dirk Van Dyck, Shixin Yu, 2003 .

Subpixel mapping of hyperspectral data using high resolution color images

Paul Scheunders, Zahid Mahmood, Guy Thoonen, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Non-Linear Spectral Unmixing by Geodesic Simplex Volume Maximization

Rob Heylen, Paul Scheunders, Dzevdet Burazerovic, 2011, IEEE Journal of Selected Topics in Signal Processing.

Dissecting cognitive stages with time-resolved fMRI data: a comparison of fuzzy clustering and independent component analysis.

Rainer Goebel, Jan Sijbers, Paul Scheunders, 2007, Magnetic resonance imaging.

Hyperspectral unmixing with projection onto convex sets using distance geometry

Rob Heylen, Paul Scheunders, Muhammad Awais Akhter, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Upscaling of spectroradiometer data for stress detection in orchards with remote sensing

Paul Scheunders, Pol Coppin, Steve De Backer, 2004, SPIE Remote Sensing.

Non-linear fully-constrained spectral unmixing

Rob Heylen, Paul Scheunders, P. Scheunders, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models

Paul Scheunders, Steve De Backer, Geert Verdoolaege, 2008, 2008 15th IEEE International Conference on Image Processing.

Hyperspectral unmixing using an active set algorithm

Rob Heylen, Paul Scheunders, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Advanced Concepts for Intelligent Vision Systems: 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10–14, 2020, Proceedings

Dan Popescu, Wilfried Philips, Paul Scheunders, 2020, ACIVS.

Proceedings of the 16th International Conference on Advanced Concepts for Intelligent Vision Systems - Volume 9386

Giovanni Gallo, Wilfried Philips, Paul Scheunders, 2015 .

Using MusicXML in real-time applications

Paul Scheunders, Joachim Ganseman, Wim D'haes, 2008 .

An orthogonal wavelet representation of multivalued images

Paul Scheunders, P. Scheunders, 2003, IEEE Trans. Image Process..

High-dimensional clustering using frequency sensitive competitive learning

Paul Scheunders, Steve De Backer, 1999, Pattern Recognit..

Mosaicing of Fibered Fluorescence Microscopy Video

Peter Schelkens, Paul Scheunders, Jan Lemeire, 2008, ACIVS.

Wavelet-based feature extraction for hyperspectral vegetation monitoring

Paul Scheunders, Steve De Backer, Walter Debruyn, 2004, SPIE Remote Sensing.

Nonlinear Hyperspectral Unmixing With Graphical Models

Vera Andrejchenko, Zohreh Zahiri, Rob Heylen, 2019, IEEE Transactions on Geoscience and Remote Sensing.

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

Rob Heylen, Paul Scheunders, Dzevdet Burazerovic, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Wavelet Denoising of Multicomponent Images Using Gaussian Scale Mixture Models and a Noise-Free Image as Priors

Paul Scheunders, Steve De Backer, P. Scheunders, 2007, IEEE Transactions on Image Processing.

Alternating angle minimization based unmixingwith endmember variability

Paul D. Gader, Rob Heylen, Paul Scheunders, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain

Paul Scheunders, Hossein Rezaei, Azam Karami, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Denoising of multicomponent images using wavelet least-squares estimators

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2008, Image Vis. Comput..

Wavelet-Based Multispectral Image Restoration

Paul Scheunders, Steve De Backer, Arno Duijster, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Using XQuery on MusicXML Databases for Musicological Analysis

Paul Scheunders, Joachim Ganseman, Wim D'haes, 2008, ISMIR.

Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images

Paul Scheunders, Pieter Kempeneers, Steve De Backer, 2004, ICIAR.

Noise Reduction in Hyperspectral Imagery: Overview and Application

Jocelyn Chanussot, Paul Scheunders, Pedram Ghamisi, 2018, Remote. Sens..

Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized Gaussian models

Paul Scheunders, Geert Verdoolaege, Yves Rosseel, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Habitat reporting of a heathland site: Classification probabilities as additional information, a case study

Paul Scheunders, Guy Thoonen, Jeroen Vanden Borre, 2010, Ecol. Informatics.

Statistical texture characterization from discrete wavelet representations

Paul Scheunders, Gert Van de Wouwer, Dirk Van Dyck, 1999, IEEE Trans. Image Process..

Contributions of machine learning to remote sensing data analysis

Paul Scheunders, Devis Tuia, G. Moser, 2018 .

Color Texture Classification by Wavelet Energy Correlation Signatures

Paul Scheunders, Stefan Livens, Gert Van de Wouwer, 1997, ICIAP.

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

Rob Heylen, Els Knaeps, Paul Scheunders, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multisource Classification of Color and Hyperspectral Images Using Color Attribute Profiles and Composite Decision Fusion

Paul Scheunders, Zahid Mahmood, Guy Thoonen, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Automatic segmentation and modelling of two-dimensional electrophoresis gels

Jan Sijbers, Paul Scheunders, Dirk Van Dyck, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Cross media tonal mapping model obtained from psychometric experiments

Paul Scheunders, Stefan Livens, Marc F. Mahy, 2003, IS&T/SPIE Electronic Imaging.

Estimating the ecotone width in patchy ecotones using a sigmoid wave approach

Paul Scheunders, Koen Hufkens, Reinhart Ceulemans, 2008, Ecol. Informatics.

Joint quantization and error diffusion of color images using competitive learning

Paul Scheunders, Steve De Backer, 1997, Proceedings of International Conference on Image Processing.

Noise-Resistant Wavelet-Based Bayesian Fusion of Multispectral and Hyperspectral Images

Yifan Zhang, Paul Scheunders, Steve De Backer, 2009, IEEE Transactions on Geoscience and Remote Sensing.

Lossy compression of hyperspectral images optimizing spectral unmixing

Rob Heylen, Paul Scheunders, Azam Karami, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

From inductive inference to the fundamental equation of measurement

Paul Scheunders, Dirk Van Dyck, Bart De Boeck, 2000 .

Geometric matched filter for hyperspectral partial unmixing

Rob Heylen, Paul Scheunders, Muhammad Awais Akhter, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Nonlinear unmixing with a multilinear mixing model

Rob Heylen, Paul Scheunders, P. Scheunders, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Advanced Concepts for Intelligent Vision Systems, 10th International Conference, ACIVS 2008, Juan-les-Pins, France, October 20-24, 2008. Proceedings

Salah Bourennane, Paul Scheunders, Jacques Blanc-Talon, 2008, ACIVS.

Superresolution of hyperspectral images using spectral unmixing and sparse regularization

Rob Heylen, Paul Scheunders, Azam Karami, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Using patch metrics as validation for contextual classification of heathland vegetation

Paul Scheunders, Jeroen Vanden Borre, G. Thoonen, 2010 .

Advanced Concepts for Intelligent Vision Systems, 8th International Conference, ACIVS 2006, Antwerp, Belgium, September 18-21, 2006, Proceedings

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2006, ACIVS.

Multiresolution multispectral image denoising based on probability of presence of features of interest

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2004 .

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

Rob Heylen, Paul Scheunders, Azam Karami, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Wavelet-based color filter array demosaicking

Paul Scheunders, Jef Driesen, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Using genetic differential competitive learning for unsupervised training in multispectral image classification systems

Chih-Cheng Hung, Paul Scheunders, Tommy L. Coleman, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

Spectral unmixing using distance geometry

Rob Heylen, Paul Scheunders, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Domain adaptation with Hidden Markov Random Fields

Paul Scheunders, Gustavo Camps-Valls, Guy Thoonen, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Maximum-likelihood estimation of Rician distribution parameters

Jan Sijbers, Paul Scheunders, Arnold Jan den Dekker, 1998, IEEE Transactions on Medical Imaging.

Wavelet-based enhancement and denoising using multiscale structure tensor

Paul Scheunders, P. Scheunders, 2002, Proceedings. International Conference on Image Processing.

Segmentation scheme for volume quantization from 3D microscopic MR images

Jan Sijbers, Paul Scheunders, Marleen Verhoye, 1996 .

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

Rob Heylen, Paul Scheunders, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

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

Vera Andrejchenko, Wilfried Philips, Paul Scheunders, 2019, Remote. Sens..

Classifying hyperspectral airborne imagery for vegetation survey along coastlines

Paul Scheunders, Pieter Kempeneers, Steve De Backer, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

Habitat Mapping and Quality Assessment of NATURA 2000 Heathland Using Airborne Imaging Spectroscopy

Paul Scheunders, Caspar A. Mücher, Pieter Kempeneers, 2017, Remote. Sens..

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other

Paul Scheunders, Pedram Ghamisi, Behnood Rasti, 2020, Remote. Sens..

A Bayesian Restoration Approach for Hyperspectral Images

Yifan Zhang, Paul Scheunders, Arno Duijster, 2012, IEEE Transactions on Geoscience and Remote Sensing.

Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm

Paul Scheunders, Pedram Ghamisi, Richard Gloaguen, 2020, Remote. Sens..

Wavelet Denoising of Multicomponent Images, using a Noise-Free Image

Paul Scheunders, Steve De Backer, 2006, 2006 International Conference on Image Processing.

Advanced Concepts for Intelligent Vision Systems

Paul Scheunders, Jacques Blanc-Talon, Wilfried Philips, 2012, Lecture Notes in Computer Science.

Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model

Paul Scheunders, Steve De Backer, P. Scheunders, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Enhanced visualization of hyperspectral images

Paul Scheunders, Zahid Mahmood, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

On the local optimality of image quantizers

Paul Scheunders, Stefan Livens, Hugo Van Hove, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery

Paul Scheunders, Steve De Backer, Shixin Yu, 2002, Pattern Recognit. Lett..

Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2005, Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05..

MRF-Based Decision Fusion for Hyperspectral Image Classification

Vera Andrejchenko, Rob Heylen, Wilfried Philips, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Texture segmentation by frequency-sensitive elliptical competitive learning

Paul Scheunders, Steve De Backer, P. Scheunders, 1999, Proceedings 10th International Conference on Image Analysis and Processing.

Article in Press G Model International Journal of Applied Earth Observation and Geoinformation Accuracy Assessment of Contextual Classification Results for Vegetation Mapping

Paul Scheunders, Guy Thoonen, Toon Spanhove, 2022 .

UnDIP: Hyperspectral Unmixing Using Deep Image Prior

Paul Scheunders, Pedram Ghamisi, Behnood Rasti, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Destriping Hyperspectral Imagery By Adaptive Anisotropic Total Variation And Truncated Nuclear Norm

Ran Tao, Paul Scheunders, Na Liu, 2021, 2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm

Paul Scheunders, Pedram Ghamisi, Richard Gloaguen, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data

Paul Scheunders, Pedram Ghamisi, Richard Gloaguen, 2021, 2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Spectral Unmixing Using Deep Convolutional Encoder-Decoder

Paul Scheunders, Pedram Ghamisi, Behnood Rasti, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability

Zohreh Zahiri, Paul Scheunders, Bikram Koirala, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios

Paul Scheunders, Pedram Ghamisi, Richard Gloaguen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

When is the Right Time to Apply Denoising?

Paul Scheunders, Pedram Ghamisi, Richard Gloaguen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition

Paul Scheunders, Mohammad Sadegh Helfroush, Kamran Kazemi, 2021, Remote. Sens..

Bias field reduction by localized Lloyd-Max quantization.

Jan Sijbers, Paul Scheunders, Marleen Verhoye, 2011, Magnetic resonance imaging.

Advanced Concepts for Intelligent Vision Systems : 12th International Conference, ACIVS 2010, Sydney, Australia, December 13-16, 2010, Proceedings, Part II

Wilfried Philips, Paul Scheunders, Jacques Blanc-Talon, 2010 .

Proceedings of GEOBIA 2010-Geographic Object-Based Image Analysis, Ghent, Belgium, 29 June – 2 July 2010

Paul Scheunders, Caspar A. Mücher, Toon Spanhove, 2010 .

Band Selection for Hyperspectral Remote Sensing

Paul Scheunders, Pieter Kempeneers, Steve De Backer, 2004 .

Geodesic distance between multivariate generalized Gaussian models of image wavelet statistics: an application to colour texture retrieval

Paul Scheunders, Steve De Backer, Geert Verdoolaege, 2008 .

Advanced Concepts for Intelligent Vision Systems

Wilfried Philips, Paul Scheunders, Jacques Blanc-Talon, 2011, Lecture Notes in Computer Science.

An object-based approach to quantity and quality assessment of heathland habitats in the framework of natura 2000 using hyperspectral airborne ahs images

Paul Scheunders, Caspar A. Mücher, Toon Spanhove, 2010 .

A Texture Analysis Approach to Corrosion Image Classification

Paul Scheunders, Walter Bogaerts, Stefan Livens, 1996 .

Close-range hyperspectral image analysis for the early detection of stress responses in individual plants in a high-throughput phenotyping platform

Paul Scheunders, Dirk Inzé, Stijn Dhondt, 2018 .

Acquisition of the EELS data cube by tomographic reconstruction

Paul Scheunders, Dominique Schryvers, Jo Verbeeck, 2006 .

Fusion and Merging of Multispectral Images using Multiscale Fundamental Forms

Paul Scheunders, Steve De Backer, P. Scheunders, 2001 .

Hyperspectral leaf reflectance of Carpinus betulus L. saplings for urban air quality estimation.

Paul Scheunders, Roeland Samson, R. Samson, 2017, Environmental pollution.

Optimal hyperspectral indicators for stress detection in orchards

Sindy Sterckx, Paul Scheunders, Pol Coppin, 2003 .