Paul Scheunders

Orcid: 0000-0003-2447-4772

Affiliations:
  • University of Antwerp, Belgium


According to our database1, Paul Scheunders authored at least 197 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2023
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance.
Remote. Sens., October, 2023

Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens., 2023

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures.
CoRR, 2023

Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Unmixing Intimate Mixtures Using Bézier Surfaces.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
UnDIP: Hyperspectral Unmixing Using Deep Image Prior.
IEEE Trans. Geosci. Remote. Sens., 2022

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Unmixing Using Transformer Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Identification of Corrosion Minerals Using Shortwave Infrared Hyperspectral Imaging.
Sensors, 2022

Deep Hyperspectral Unmixing using Transformer Network.
CoRR, 2022

Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress.
Comput. Electron. Agric., 2022

Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Characterization Of Corrosion Products On Carbon Steel Using Hyperspectral Imaging In Short-Wave Infrared (SWIR).
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Corrosion Monitoring On Zinc Electroplated Steel Using Shortwave Infrared Hyperspectral Imaging.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Blind Unmixing using Minimum Simplex Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Sparse Unmixing using Deep Convolutional Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Image Restoration Using Adaptive Anisotropy Total Variation and Nuclear Norms.
IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition.
Remote. Sens., 2021

A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Destriping Hyperspectral Imagery By Adaptive Anisotropic Total Variation And Truncated Nuclear Norm.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Analysis of Plant Stress Response Using Hyperspectral Imaging and Kernel Ridge Regression.
Proceedings of the 11th International Conference on Robotics, Vision, Signal Processing and Power Applications, 2021

When is the Right Time to Apply Denoising?
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spectral Unmixing Using Deep Convolutional Encoder-Decoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements.
IEEE Trans. Geosci. Remote. Sens., 2020

Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm.
Remote. Sens., 2020

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.
Remote. Sens., 2020

2019
Nonlinear Hyperspectral Unmixing With Graphical Models.
IEEE Trans. Geosci. Remote. Sens., 2019

A Supervised Method for Nonlinear Hyperspectral Unmixing.
Remote. Sens., 2019

Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields.
Remote. Sens., 2019

Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform.
Comput. Electron. Agric., 2019

Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Spectral Mixing Model Accounting for Multiple Reflections and Shadow.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Noise Reduction in Hyperspectral Imagery: Overview and Application.
Remote. Sens., 2018

Detection of Plant Responses to Drought using Close-Range Hyperspectral Imaging in a High-Throughput Phenotyping Platform.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Neural Network Method for Nonlinear Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Spectral Variability in a Multilinear Mixing Model.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

MRF-Based Decision Fusion for Hyperspectral Image Classification.
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.
IEEE Trans. Geosci. Remote. Sens., 2017

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Habitat Mapping and Quality Assessment of NATURA 2000 Heathland Using Airborne Imaging Spectroscopy.
Remote. Sens., 2017

Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation.
Remote. Sens., 2017

Pixel purity vertex component analysis.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

2016
Hyperspectral Image Compression Optimized for Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization.
IEEE Trans. Geosci. Remote. Sens., 2016

A Multilinear Mixing Model for Nonlinear Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2016

Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing.
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.
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.
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.
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.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

LiDAR information extraction by attribute filters with partial reconstruction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Alternating angle minimization based unmixingwith endmember variability.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Classification of hyperspectral images with very small training size using sparse unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction.
IEEE Trans. Geosci. Remote. Sens., 2015

Nonlinear Unmixing by Using Different Metrics in a Linear Unmixing Chain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations.
IEEE Geosci. Remote. Sens. Lett., 2015

A Geometric Matched Filter for Hyperspectral Target Detection and Partial Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2015

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Nonlinear unmixing with a multilinear mixing model.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Lossy compression of hyperspectral images optimizing spectral unmixing.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A fast alternative for the pixel purity index algorithm.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Hyperspectral unmixing with projection onto convex sets using distance geometry.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Distance Geometric Framework for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Spectral-Unmixing Approach to Estimate Water-Mass Concentrations in Case 2 Waters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Hyperspectral image noise reduction and its effect on spectral unmixing.
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.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Geometric matched filter for hyperspectral partial unmixing.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Spectral adaptation of hyperspectral flight lines using VHR contextual information.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automated Social Behaviour Recognition at Low Resolution.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Hyperspectral unmixing using an active set algorithm.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013

Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2013

Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Hyperspectral Intrinsic Dimensionality Estimation With Nearest-Neighbor Distance Ratios.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Detecting the Adjacency Effect in Hyperspectral Imagery With Spectral Unmixing Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

On Using Projection Onto Convex Sets for Solving the Hyperspectral Unmixing Problem.
IEEE Geosci. Remote. Sens. Lett., 2013

Multi-dimensional pixel purity index.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Handling spectral variability with alternating angle minimization.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Hyperspectral image subpixel mapping using Getis index.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Domain adaptation with Hidden Markov Random Fields.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Solving the hyperspectral unmixing problem with projection onto convex sets.
Proceedings of the 21st European Signal Processing Conference, 2013

Tracking for Quantifying Social Network of Drosophila Melanogaster.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
A Bayesian Restoration Approach for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2012

Multisource Classification of Color and Hyperspectral Images Using Color Attribute Profiles and Composite Decision Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Calculation of Geodesic Distances in Nonlinear Mixing Models: Application to the Generalized Bilinear Model.
IEEE Geosci. Remote. Sens. Lett., 2012

On the Geometry of Multivariate Generalized Gaussian Models.
J. Math. Imaging Vis., 2012

Accuracy assessment of contextual classification results for vegetation mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2012

Subpixel mapping of hyperspectral data using high resolution color images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A fast geometric algorithm for solving the inversion problem in spectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Automatic threshold selection for morphological attribute profiles.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Estimating the number of endmembers in hyperspectral imagery with nearest neighbor distances.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Unmixing for detection and quantification of adjacency effects.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Fully Constrained Least Squares Spectral Unmixing by Simplex Projection.
IEEE Trans. Geosci. Remote. Sens., 2011

Enhanced Visualization of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Non-Linear Spectral Unmixing by Geodesic Simplex Volume Maximization.
IEEE J. Sel. Top. Signal Process., 2011

Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions with an Application to Multicomponent Texture Discrimination.
Int. J. Comput. Vis., 2011

Multi-source image classification using color attribute profiles.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Spectral unmixing using distance geometry.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Classification of multi-source images using color morphological profiles.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Non-linear fully-constrained spectral unmixing.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Towards streaming hyperspectral endmember extraction.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Habitat reporting of a heathland site: Classification probabilities as additional information, a case study.
Ecol. Informatics, 2010

Evaluation of a Score-informed Source Separation System.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Habitat mapping and quality assessment of heathlands using a modified kernel-based reclassification technique.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A graph-based method for non-linear unmixing of hyperspectral imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Source Separation By Score Synthesis.
Proceedings of the 2010 International Computer Music Conference, 2010

Nonlinear barycentric dimensionality reduction.
Proceedings of the International Conference on Image Processing, 2010

2009
Noise-Resistant Wavelet-Based Bayesian Fusion of Multispectral and Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2009

Wavelet-Based EM Algorithm for Multispectral-Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2009

Validation of the sigmoid wave curve fitting algorithm on a forest-tundra ecotone in the Northwest Territories, Canada.
Ecol. Informatics, 2009

Using XML-Formatted Scores in Real-Time Applications.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

A Combined Hyperspectral Image Restoration and Fusion Approach.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Assessing the Quality of Heathland Vegetation by Classification of Hyperspectral Data using Spatial Information.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Spatial Hyperspectral Image Classification by Prior Segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

A hyperspectral image restoration technique.
Proceedings of the International Conference on Image Processing, 2009

Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized Gaussian models.
Proceedings of the International Conference on Image Processing, 2009

2008
Denoising of multicomponent images using wavelet least-squares estimators.
Image Vis. Comput., 2008

Estimating the ecotone width in patchy ecotones using a sigmoid wave approach.
Ecol. Informatics, 2008

Fast bias field reduction by localized Lloyd-Max quantization.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Using XQuery on MusicXML Databases for Musicological Analysis.
Proceedings of the ISMIR 2008, 2008

Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Wavelet-Based Multispectral Image Restoration.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models.
Proceedings of the International Conference on Image Processing, 2008

A Multicomponent Image Segmentation Framework.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

Mosaicing of Fibered Fluorescence Microscopy Video.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Wavelet Denoising of Multicomponent Images Using Gaussian Scale Mixture Models and a Noise-Free Image as Priors.
IEEE Trans. Image Process., 2007

Multicomponent Image Restoration, an Experimental Study.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

2006
Enhancement of fMRI image series with the aid of an anatomical image.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Wavelet Denoising of Multicomponent Images, using a Noise-Free Image.
Proceedings of the International Conference on Image Processing, 2006

2005
Generic wavelet-based hyperspectral classification applied to vegetation stress detection.
IEEE Trans. Geosci. Remote. Sens., 2005

Spatiotemporal properties of the BOLD response in the songbirds' auditory circuit during a variety of listening tasks.
NeuroImage, 2005

A band selection technique for spectral classification.
IEEE Geosci. Remote. Sens. Lett., 2005

Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Retrieval of oceanic constituents from ocean color using simulated annealing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Wavelet thresholding of multivalued images.
IEEE Trans. Image Process., 2004

3D Region of Interest X-Ray CT for Geometric Magnification from Multiresolution Acquisitions.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Classifying hyperspectral airborne imagery for vegetation survey along coastlines.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Least-squares interband denoising of color and multispectral images.
Proceedings of the 2004 International Conference on Image Processing, 2004

Wavelet-based color filter array demosaicking.
Proceedings of the 2004 International Conference on Image Processing, 2004

Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
An orthogonal wavelet representation of multivalued images.
IEEE Trans. Image Process., 2003

Cross media tonal mapping model obtained from psychometric experiments.
Proceedings of the Color Imaging VIII: Processing, Hardcopy, and Applications, Santa Clara, 2003

2002
A multivalued image wavelet representation based on multiscale fundamental forms.
IEEE Trans. Image Process., 2002

Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery.
Pattern Recognit. Lett., 2002

Multiscale Watershed Segmentation of Multivalued Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Wavelet-based enhancement and denoising using multiscale structure tensor.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Local mapping for multispectral image visualization.
Image Vis. Comput., 2001

Texture segmentation by frequency-sensitive elliptical competitive learning.
Image Vis. Comput., 2001

Multiscale anisotropic filtering of color images.
Proceedings of the 2001 International Conference on Image Processing, 2001

Multispectral image fusion and merging using multiscale fundamental forms.
Proceedings of the 2001 International Conference on Image Processing, 2001

Multivalued Image Segmentation Based on First Fundamental Form.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Multiscale Fundamental Forms: A Multimodal Image Wavelet Representation.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

2000
Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data.
Proceedings of the IEEE International Conference on Systems, 2000

Multispectral Image Fusion Using Local Mapping Techniques.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Statistical texture characterization from discrete wavelet representations.
IEEE Trans. Image Process., 1999

A competitive elliptical clustering algorithm.
Pattern Recognit. Lett., 1999

Wavelet correlation signatures for color texture characterization.
Pattern Recognit., 1999

High-dimensional clustering using frequency sensitive competitive learning.
Pattern Recognit., 1999

1998
Maximum Likelihood Estimation of Rician Distribution Parameters.
IEEE Trans. Medical Imaging, 1998

Non-linear dimensionality reduction techniques for unsupervised feature extraction.
Pattern Recognit. Lett., 1998

Non-linear Mapping for Feature Extraction.
Proceedings of the Advances in Pattern Recognition, 1998

Using genetic differential competitive learning for unsupervised training in multispectral image classification systems.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Classification of Microcalcifications Using Texture-Based Features.
Proceedings of the Digital Mammography, 1998

Rotation-invariant texture characterization using isotropic wavelet frames.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Detection of microcalcifications using non-linear filtering.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
A comparison of clustering algorithms applied to color image quantization.
Pattern Recognit. Lett., 1997

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

Joint Quantization and Error-Diffusion of Color Images Using Competitive Learning.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Color Texture Classification by Wavelet Energy Correlation Signatures.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
A genetic Lloyd-Max image quantization algorithm.
Pattern Recognit. Lett., 1996

Volume quantization of the mouse cerebellum by semiautomatic 3D segmentation of magnetic resonance images.
Proceedings of the Medical Imaging 1996: Image Processing, 1996

Wavelet-FILVQ classifier for speech analysis.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

On the local optimality of image quantizers.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

A genetic approach towards optimal color image quantization.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Automatic segmentation and modelling of two-dimensional electrophoresis gels.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Classification of Corrosion Images by Wavelet Signatures and LVQ Networks.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995


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