Paul Scheunders

227 papers B 33C 38Misc 4Journal 87Unranked 63
YearRankTypeTitle / Venue / Authors
2026 J jnl
MiSiSUn: Minimum Simplex Semisupervised Unmixing.
CoRR
Behnood Rasti, Bikram Koirala, Paul Scheunders
2025 J jnl
A Spectral-Spatial Attention Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Bikram Koirala, Behnood Rasti, Antonio Plaza, Paul Scheunders
2025 J jnl
A Two-step Linear Mixing Model for Unmixing under Hyperspectral Variability.
CoRR
Xander Haijen, Bikram Koirala, Xuanwen Tao, Paul Scheunders
2025 J jnl
Electrolyzers-HSI: Close-Range Multi-Scene Hyperspectral Imaging Benchmark Dataset.
CoRR
Elias Arbash, Ahmed Jamal Afifi, Ymane Belahsen, Margret C. Fuchs, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
2025 J jnl
Soil Moisture Content Estimation From Hyperspectral Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders
2024 J jnl
A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Bikram Koirala, Antonio Plaza, Paul Scheunders
2024 J jnl
A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bikram Koirala, Behnood Rasti, Paul Scheunders
2024 — conf
Exploring the Potential of Hyperspectral Imaging to Estimate the Moisture Content in Natural and Historical Stones.
WHISPERS
Danish Ali Chaghdo, Bikram Koirala, Laura Cristina, Roald Hayen, Paul Scheunders
2024 — conf
Improving Spectral Unmixing Performance by Frequency Component Reduction.
WHISPERS
Zakaria Bnoulkacem, Bikram Koirala, Paul Scheunders
2024 — conf
Investigating State of the Art Hyperspectral Imaging Classification Models for Plastic Types Identification.
WHISPERS
Elias Arbash, Andréa de Lima Ribeiro, Aldino Rizaldy, Margret C. Fuchs, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
2024 J jnl
Nonlinear Spectral Unmixing Using Bézier Surfaces.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
2023 J jnl
A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures.
CoRR
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, Richard Gloaguen, Paul Scheunders
2023 — conf
Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures.
WHISPERS
Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders
2023 B ed.
Advanced Concepts for Intelligent Vision Systems - 21st International Conference, ACIVS 2023 Kumamoto, Japan, August 21-23, 2023 Proceedings
ACIVS
Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Paul Scheunders
2023 C conf
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders.
IGARSS
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
2023 — conf
Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging.
WHISPERS
Michiel Vlaminck, Zakaria Bnoulkacem, Gonzalo Luzardo, Hamed Zivari Adab, Zohreh Zahiri, Bikram Koirala, Frédéric Mangialetto, Irid Bufi, Ljiljana Platisa, Murali Jayapala, Paul Scheunders, Hiep Luong
2023 J jnl
Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
IEEE Trans. Geosci. Remote. Sens.
Guichen Zhang, Paul Scheunders, Daniele Cerra
2023 — conf
Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data.
WHISPERS
Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders
2023 J jnl
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance.
Remote. Sens.
Bikram Koirala, Nicholus Mboga, Robrecht Moelans, Els Knaeps, Seppe Sels, Frederik Winters, Svetlana Samsonova, Steve Vanlanduit, Paul Scheunders
2023 — conf
Unmixing Intimate Mixtures Using Bézier Surfaces.
WHISPERS
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
2022 J jnl
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
2022 C conf
A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance.
IGARSS
Bikram Koirala, Paul Scheunders
2022 — conf
Characterization Of Corrosion Products On Carbon Steel Using Hyperspectral Imaging In Short-Wave Infrared (SWIR).
WHISPERS
Zohreh Zahiri, Alfredo Lamberti, Jan Wielant, Paul Scheunders
2022 — conf
Corrosion Monitoring On Zinc Electroplated Steel Using Shortwave Infrared Hyperspectral Imaging.
WHISPERS
Thomas De Kerf, Zohreh Zahiri, Paul Scheunders, Steve Vanlanduit
2022 C conf
Deep Blind Unmixing using Minimum Simplex Convolutional Network.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
2022 J jnl
Deep Hyperspectral Unmixing using Transformer Network.
CoRR
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
2022 J jnl
HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders
2022 C conf
Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network.
IGARSS
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen
2022 J jnl
Hyperspectral Unmixing Using Transformer Network.
IEEE Trans. Geosci. Remote. Sens.
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
2022 J jnl
Identification of Corrosion Minerals Using Shortwave Infrared Hyperspectral Imaging.
Sensors
Thomas De Kerf, Georgios Pipintakos, Zohreh Zahiri, Steve Vanlanduit, Paul Scheunders
2022 J jnl
MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Richard Gloaguen, Paul Scheunders
2022 J jnl
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
2022 J jnl
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress.
Comput. Electron. Agric.
Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken, Stijn Dhondt, Dirk Inzé, Bikram Koirala, Paul Scheunders
2022 — conf
Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization.
WHISPERS
Guichen Zhang, Daniele Cerra, Rupert Müller, Paul Scheunders
2022 J jnl
Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Guichen Zhang, Paul Scheunders, Daniele Cerra, Rupert Müller
2022 C conf
Sparse Unmixing using Deep Convolutional Networks.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders
2022 J jnl
UnDIP: Hyperspectral Unmixing Using Deep Image Prior.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2022 J jnl
Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen
2021 — conf
A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data.
WHISPERS
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Robert Jackisch, Behnood Rasti, Paul Scheunders, Richard Gloaguen
2021 Misc conf
Analysis of Plant Stress Response Using Hyperspectral Imaging and Kernel Ridge Regression.
RoViSP
Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Dirk Inzé, Paul Scheunders
2021 C conf
Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen
2021 — conf
Destriping Hyperspectral Imagery By Adaptive Anisotropic Total Variation And Truncated Nuclear Norm.
WHISPERS
Ting Hu, Na Liu, Wei Li, Ran Tao, Feng Zhang, Paul Scheunders
2021 J jnl
Hyperspectral Image Restoration Using Adaptive Anisotropy Total Variation and Nuclear Norms.
IEEE Trans. Geosci. Remote. Sens.
Ting Hu, Wei Li, Na Liu, Ran Tao, Feng Zhang, Paul Scheunders
2021 J jnl
Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition.
Remote. Sens.
Marzieh Zare, Mohammad Sadegh Helfroush, Kamran Kazemi, Paul Scheunders
2021 J jnl
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Zohreh Zahiri, Alfredo Lamberti, Paul Scheunders
2021 C conf
Spectral Unmixing Using Deep Convolutional Encoder-Decoder.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2021 C conf
When is the Right Time to Apply Denoising?
IGARSS
Kasra Rafiezadeh Shahi, Behnood Rasti, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
2020 J jnl
A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
2020 B ed.
Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Auckland, New Zealand, February 10-14, 2020, Proceedings
ACIVS
Jacques Blanc-Talon, Patrice Delmas, Wilfried Philips, Dan Popescu, Paul Scheunders
2020 J jnl
Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm.
Remote. Sens.
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Robert Jackisch, Paul Scheunders, Richard Gloaguen
2020 J jnl
How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.
Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2019 C conf
A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing.
IGARSS
Bikram Koirala, Paul Scheunders
2019 C conf
A Spectral Mixing Model Accounting for Multiple Reflections and Shadow.
IGARSS
Vera Andrejchenko, Zohreh Zahiri, Rob Heylen, Paul Scheunders
2019 J jnl
A Supervised Method for Nonlinear Hyperspectral Unmixing.
Remote. Sens.
Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders
2019 J jnl
Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform.
Comput. Electron. Agric.
Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Dirk Inzé, Nathalie Wuyts, Paul Scheunders
2019 J jnl
Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields.
Remote. Sens.
Vera Andrejchenko, Wenzhi Liao, Wilfried Philips, Paul Scheunders
2019 — conf
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.
WHISPERS
Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders
2019 J jnl
Nonlinear Hyperspectral Unmixing With Graphical Models.
IEEE Trans. Geosci. Remote. Sens.
Rob Heylen, Vera Andrejchenko, Zohreh Zahiri, Mario Parente, Paul Scheunders
2018 C conf
A Neural Network Method for Nonlinear Hyperspectral Unmixing.
IGARSS
Bikram Koirala, Rob Heylen, Paul Scheunders
2018 B ed.
Advanced Concepts for Intelligent Vision Systems, 19th International Conference, ACIVS 2018, Poitiers, France, September 24-27, 2018, Proceedings.
ACIVS
Jacques Blanc-Talon, David Helbert, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2018 — conf
Detection of Plant Responses to Drought using Close-Range Hyperspectral Imaging in a High-Throughput Phenotyping Platform.
WHISPERS
Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Nathalie Wuyts, Paul Scheunders
2018 C conf
Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform.
IGARSS
Mohammad Reza Soleimanzadeh, Azam Karami, Paul Scheunders
2018 C conf
Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain.
IGARSS
Hossein Rezaei, Azam Karami, Paul Scheunders
2018 C conf
MRF-Based Decision Fusion for Hyperspectral Image Classification.
IGARSS
Vera Andrejchenko, Rob Heylen, Wenzhi Liao, Wilfried Philips, Paul Scheunders
2018 J jnl
Noise Reduction in Hyperspectral Imagery: Overview and Application.
Remote. Sens.
Behnood Rasti, Paul Scheunders, Pedram Ghamisi, Giorgio Licciardi, Jocelyn Chanussot
2018 C conf
Spectral Variability in a Multilinear Mixing Model.
IGARSS
Thorvald Dox, Rob Heylen, Paul Scheunders
2017 B ed.
Advanced Concepts for Intelligent Vision Systems - 18th International Conference, ACIVS 2017, Antwerp, Belgium, September 18-21, 2017, Proceedings
ACIVS
Jacques Blanc-Talon, Rudi Penne, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2017 — conf
Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon.
LVA/ICA
Rob Heylen, Mario Parente, Paul Scheunders
2017 J jnl
Estimation of the Number of Endmembers in a Hyperspectral Image via the Hubness Phenomenon.
IEEE Trans. Geosci. Remote. Sens.
Rob Heylen, Mario Parente, Paul Scheunders
2017 J jnl
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried Philips
2017 J jnl
Habitat Mapping and Quality Assessment of NATURA 2000 Heathland Using Airborne Imaging Spectroscopy.
Remote. Sens.
Birgen Haest, Jeroen Vanden Borre, Toon Spanhove, Guy Thoonen, Stephanie Delalieux, Lammert Kooistra, Caspar A. Mücher, Desiré Paelinckx, Paul Scheunders, Pieter Kempeneers
2017 C conf
Pixel purity vertex component analysis.
IGARSS
Rob Heylen, Mario Parente, Paul Scheunders
2017 J jnl
Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation.
Remote. Sens.
Elham Kordi Ghasrodashti, Azam Karami, Rob Heylen, Paul Scheunders
2016 J jnl
A Multilinear Mixing Model for Nonlinear Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Rob Heylen, Paul Scheunders
2016 B ed.
Advanced Concepts for Intelligent Vision Systems - 17th International Conference, ACIVS 2016, Lecce, Italy, October 24-27, 2016, Proceedings
ACIVS
Jacques Blanc-Talon, Cosimo Distante, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2016 C conf
Alternating angle minimization based unmixingwith endmember variability.
IGARSS
Rob Heylen, Paul Scheunders, Alina Zare, Paul D. Gader
2016 C conf
Classification of hyperspectral images with very small training size using sparse unmixing.
IGARSS
Vera Andrejchenko, Rob Heylen, Paul Scheunders, Wilfried Philips, Wenzhi Liao
2016 — conf
Compression of hyperspectral images using block coordinate descent search and compressed sensing.
WHISPERS
Shirin Hassanzadeh, Azam Karami, Rob Heylen, Paul Scheunders
2016 — conf
Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing.
WHISPERS
Azam Karami, Rob Heylen, Paul Scheunders
2016 — conf
Estimation of the number of endmembers via the hubness phenomenon.
WHISPERS
Rob Heylen, Mario Parente, Paul Scheunders
2016 J jnl
Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
2016 J jnl
Hyperspectral Image Compression Optimized for Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Azam Karami, Rob Heylen, Paul Scheunders
2016 J jnl
Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization.
IEEE Trans. Geosci. Remote. Sens.
Rob Heylen, Alina Zare, Paul D. Gader, Paul Scheunders
2016 C conf
LiDAR information extraction by attribute filters with partial reconstruction.
IGARSS
Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips
2016 — conf
Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging.
WHISPERS
Mohd Shahrimie Mohd Asaari, Puneet Mishra, Stien Mertens, Stijn Dhondt, Nathalie Wuyts, Paul Scheunders
2016 — conf
Optical solutions for improving spatial resolution of hyperspectral sensors.
WHISPERS
Sayyed Ashkan Adibi, Azam Karami, Rob Heylen, Paul Scheunders
2016 C conf
Superresolution of hyperspectral images using spectral unmixing and sparse regularization.
IGARSS
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
2015 J jnl
A Geometric Matched Filter for Hyperspectral Target Detection and Partial Unmixing.
IEEE Geosci. Remote. Sens. Lett.
Muhammad Awais Akhter, Rob Heylen, Paul Scheunders
2015 J jnl
A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations.
IEEE Geosci. Remote. Sens. Lett.
Laurent Tits, Rob Heylen, Ben Somers, Paul Scheunders, Pol Coppin
2015 C conf
A fast alternative for the pixel purity index algorithm.
IGARSS
Rob Heylen, Muhammad Awais Akhter, Paul Scheunders
2015 B ed.
Advanced Concepts for Intelligent Vision Systems - 16th International Conference, ACIVS 2015, Catania, Italy, October 26-29, 2015, Proceedings
ACIVS
Sebastiano Battiato, Jacques Blanc-Talon, Giovanni Gallo, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2015 J jnl
Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction.
IEEE Trans. Geosci. Remote. Sens.
Azam Karami, Rob Heylen, Paul Scheunders
2015 C conf
Hyperspectral unmixing with projection onto convex sets using distance geometry.
IGARSS
Muhammad Awais Akhter, Rob Heylen, Paul Scheunders
2015 C conf
Lossy compression of hyperspectral images optimizing spectral unmixing.
IGARSS
Azam Karami, Rob Heylen, Paul Scheunders
2015 J jnl
Nonlinear Unmixing by Using Different Metrics in a Linear Unmixing Chain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rob Heylen, Paul Scheunders, Anand Rangarajan, Paul D. Gader
2015 — conf
Nonlinear unmixing with a multilinear mixing model.
WHISPERS
Rob Heylen, Paul Scheunders
2015 — conf
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
WHISPERS
Wenzhi Liao, Xin Huang, Frieke Van Coillie, Guy Thoonen, Aleksandra Pizurica, Paul Scheunders, Wilfried Philips
2014 J jnl
A Distance Geometric Framework for Nonlinear Hyperspectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rob Heylen, Paul Scheunders
2014 J jnl
A Spectral-Unmixing Approach to Estimate Water-Mass Concentrations in Case 2 Waters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dzevdet Burazerovic, Rob Heylen, Dries Raymaekers, Els Knaeps, Catharina J. M. Philippart, Paul Scheunders
2014 B conf
Automated Social Behaviour Recognition at Low Resolution.
ICPR
Tanmay Nath, Guangda Liu, Bassem Hassan, Barbara Weyn, Steve De Backer, Paul Scheunders
2014 — conf
Geometric matched filter for hyperspectral partial unmixing.
WHISPERS
Muhammad Awais Akhter, Rob Heylen, Paul Scheunders
2014 — conf
Hyperspectral image noise reduction and its effect on spectral unmixing.
WHISPERS
Azam Karami, Rob Heylen, Paul Scheunders
2014 B conf
Hyperspectral unmixing using an active set algorithm.
ICIP
Rob Heylen, Paul Scheunders
2014 — conf
Nonlinear unmixing by using non-euclidean metrics in a linear unmixing chain.
WHISPERS
Rob Heylen, Paul Scheunders, Anand Rangarajan, Paul D. Gader
2014 C conf
Spectral adaptation of hyperspectral flight lines using VHR contextual information.
IGARSS
Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Gustavo Camps-Valls, Pieter Kempeneers, Paul Scheunders
2013 B ed.
Advanced Concepts for Intelligent Vision Systems - 15th International Conference, ACIVS 2013, Poznań, Poland, October 28-31, 2013. Proceedings
ACIVS
Jacques Blanc-Talon, Andrzej J. Kasinski, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2013 J jnl
Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zahid Mahmood, Muhammad Awais Akhter, Guy Thoonen, Paul Scheunders
2013 J jnl
Detecting the Adjacency Effect in Hyperspectral Imagery With Spectral Unmixing Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dzevdet Burazerovic, Rob Heylen, Bert Geens, Sindy Sterckx, Paul Scheunders
2013 C conf
Domain adaptation with Hidden Markov Random Fields.
IGARSS
Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Gustavo Camps-Valls, Birgen Haest, Paul Scheunders
2013 — conf
Handling spectral variability with alternating angle minimization.
WHISPERS
Rob Heylen, Paul D. Gader, Paul Scheunders
2013 J jnl
Hyperspectral Intrinsic Dimensionality Estimation With Nearest-Neighbor Distance Ratios.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rob Heylen, Paul Scheunders
2013 — conf
Hyperspectral image subpixel mapping using Getis index.
WHISPERS
Muhammad Awais Akhter, Zahid Mahmood, Paul Scheunders
2013 — conf
Multi-dimensional pixel purity index.
WHISPERS
Rob Heylen, Paul Scheunders
2013 J jnl
Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens.
Rob Heylen, Paul Scheunders
2013 J jnl
On Using Projection Onto Convex Sets for Solving the Hyperspectral Unmixing Problem.
IEEE Geosci. Remote. Sens. Lett.
Rob Heylen, Muhammad Awais Akhter, Paul Scheunders
2013 J jnl
Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Wenzhi Liao, Aleksandra Pizurica, Paul Scheunders, Wilfried Philips, Youguo Pi
2013 — conf
Solving the hyperspectral unmixing problem with projection onto convex sets.
EUSIPCO
Rob Heylen, Muhammad Awais Akhter, Paul Scheunders
2013 — conf
Tracking for Quantifying Social Network of Drosophila Melanogaster.
CAIP (2)
Tanmay Nath, Guangda Liu, Barbara Weyn, Bassem Hassan, Ariane Ramaekers, Steve De Backer, Paul Scheunders
2012 J jnl
A Bayesian Restoration Approach for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yifan Zhang, Arno Duijster, Paul Scheunders
2012 — conf
A fast geometric algorithm for solving the inversion problem in spectral unmixing.
WHISPERS
Rob Heylen, Paul Scheunders
2012 J jnl
Accuracy assessment of contextual classification results for vegetation mapping.
Int. J. Appl. Earth Obs. Geoinformation
Guy Thoonen, Koen Hufkens, Jeroen Vanden Borre, Toon Spanhove, Paul Scheunders
2012 B ed.
Advanced Concepts for Intelligent Vision Systems - 14th International Conference, ACIVS 2012, Brno, Czech Republic, September 4-7, 2012. Proceedings
ACIVS
Jacques Blanc-Talon, Wilfried Philips, Dan C. Popescu, Paul Scheunders, Pavel Zemcík
2012 C conf
Automatic threshold selection for morphological attribute profiles.
IGARSS
Zahid Mahmood, Guy Thoonen, Paul Scheunders
2012 J jnl
Calculation of Geodesic Distances in Nonlinear Mixing Models: Application to the Generalized Bilinear Model.
IEEE Geosci. Remote. Sens. Lett.
Rob Heylen, Paul Scheunders
2012 C conf
Estimating the number of endmembers in hyperspectral imagery with nearest neighbor distances.
IGARSS
Rob Heylen, Paul Scheunders
2012 — conf
Improving PLCA-based score-informed source separation with invertible Constant-Q Transforms.
EUSIPCO
Joachim Ganseman, Paul Scheunders, S. Dixon
2012 J jnl
Multisource Classification of Color and Hyperspectral Images Using Color Attribute Profiles and Composite Decision Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Guy Thoonen, Zahid Mahmood, Stijn Peeters, Paul Scheunders
2012 J jnl
On the Geometry of Multivariate Generalized Gaussian Models.
J. Math. Imaging Vis.
Geert Verdoolaege, Paul Scheunders
2012 — conf
Subpixel mapping of hyperspectral data using high resolution color images.
WHISPERS
Zahid Mahmood, Guy Thoonen, Muhammad Awais Akhter, Paul Scheunders
2012 C conf
Unmixing for detection and quantification of adjacency effects.
IGARSS
Dzevdet Burazerovic, Bert Geens, Rob Heylen, Sindy Sterckx, Paul Scheunders
2011 B ed.
Advances Concepts for Intelligent Vision Systems - 13th International Conference, ACIVS 2011, Ghent, Belgium, August 22-25, 2011. Proceedings
ACIVS
Jacques Blanc-Talon, Richard P. Kleihorst, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2011 C conf
Classification of multi-source images using color morphological profiles.
IGARSS
Valérie De Witte, Guy Thoonen, Paul Scheunders, Aleksandra Pizurica, Wilfried Philips
2011 J jnl
Enhanced Visualization of Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Zahid Mahmood, Paul Scheunders
2011 J jnl
Fully Constrained Least Squares Spectral Unmixing by Simplex Projection.
IEEE Trans. Geosci. Remote. Sens.
Rob Heylen, Dzevdet Burazerovic, Paul Scheunders
2011 J jnl
Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions with an Application to Multicomponent Texture Discrimination.
Int. J. Comput. Vis.
Geert Verdoolaege, Paul Scheunders
2011 — conf
Multi-source image classification using color attribute profiles.
WHISPERS
Zahid Mahmood, Guy Thoonen, Valérie De Witte, Paul Scheunders
2011 J jnl
Non-Linear Spectral Unmixing by Geodesic Simplex Volume Maximization.
IEEE J. Sel. Top. Signal Process.
Rob Heylen, Dzevdet Burazerovic, Paul Scheunders
2011 C conf
Non-linear fully-constrained spectral unmixing.
IGARSS
Rob Heylen, Paul Scheunders
2011 — conf
Spectral unmixing using distance geometry.
WHISPERS
Rob Heylen, Paul Scheunders
2011 C conf
Towards streaming hyperspectral endmember extraction.
IGARSS
Dzevdet Burazerovic, Rob Heylen, Paul Scheunders
2010 C conf
A graph-based method for non-linear unmixing of hyperspectral imagery.
IGARSS
Rob Heylen, Dzevdet Burazerovic, Paul Scheunders
2010 — ed.
Advanced Concepts for Intelligent Vision Systems - 12th International Conference, ACIVS 2010, Sydney, Australia, December 13-16, 2010, Proceedings, Part I
ACIVS (1)
Jacques Blanc-Talon, Don Bone, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2010 — ed.
Advanced Concepts for Intelligent Vision Systems - 12th International Conference, ACIVS 2010, Sydney, Australia, December 13-16, 2010, Proceedings, Part II
ACIVS (2)
Jacques Blanc-Talon, Don Bone, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2010 C conf
Enhanced visualization of hyperspectral images.
IGARSS
Zahid Mahmood, Paul Scheunders
2010 — conf
Evaluation of a Score-informed Source Separation System.
ISMIR
Joachim Ganseman, Paul Scheunders, Gautham J. Mysore, Jonathan S. Abel
2010 C conf
Habitat mapping and quality assessment of heathlands using a modified kernel-based reclassification technique.
IGARSS
Guy Thoonen, Toon Spanhove, Birgen Haest, Jeroen Vanden Borre, Paul Scheunders
2010 J jnl
Habitat reporting of a heathland site: Classification probabilities as additional information, a case study.
Ecol. Informatics
Koen Hufkens, Guy Thoonen, Jeroen Vanden Borre, Paul Scheunders, Reinhart Ceulemans
2010 B conf
Nonlinear barycentric dimensionality reduction.
ICIP
Rob Heylen, Paul Scheunders
2010 — conf
Source Separation By Score Synthesis.
ICMC
Joachim Ganseman, Paul Scheunders, Gautham J. Mysore, Jonathan S. Abel
2009 — conf
A Combined Hyperspectral Image Restoration and Fusion Approach.
IGARSS (3)
Yifan Zhang, Arno Duijster, Paul Scheunders
2009 B conf
A hyperspectral image restoration technique.
ICIP
Yifan Zhang, Arno Duijster, Paul Scheunders
2009 B ed.
Advanced Concepts for Intelligent Vision Systems, 11th International Conference, ACIVS 2009, Bordeaux, France, September 28 - October 2, 2009. Proceedings
ACIVS
Jacques Blanc-Talon, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2009 — conf
Assessing the Quality of Heathland Vegetation by Classification of Hyperspectral Data using Spatial Information.
IGARSS (4)
Guy Thoonen, Jeroen Vanden Borre, Steve De Backer, Paul Scheunders
2009 J jnl
Noise-Resistant Wavelet-Based Bayesian Fusion of Multispectral and Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Yifan Zhang, Steve De Backer, Paul Scheunders
2009 — conf
Spatial Hyperspectral Image Classification by Prior Segmentation.
IGARSS (3)
Jef Driesen, Guy Thoonen, Paul Scheunders
2009 — conf
Using XML-Formatted Scores in Real-Time Applications.
ISMIR
Joachim Ganseman, Paul Scheunders, Wim D'haes
2009 J jnl
Validation of the sigmoid wave curve fitting algorithm on a forest-tundra ecotone in the Northwest Territories, Canada.
Ecol. Informatics
Koen Hufkens, Paul Scheunders, Reinhart Ceulemans
2009 J jnl
Wavelet-Based EM Algorithm for Multispectral-Image Restoration.
IEEE Trans. Geosci. Remote. Sens.
Arno Duijster, Paul Scheunders, Steve De Backer
2009 B conf
Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized Gaussian models.
ICIP
Geert Verdoolaege, Yves Rosseel, Michiel Lambrechts, Paul Scheunders
2008 B conf
A Multicomponent Image Segmentation Framework.
ACIVS
Jef Driesen, Paul Scheunders
2008 B ed.
Advanced Concepts for Intelligent Vision Systems, 10th International Conference, ACIVS 2008, Juan-les-Pins, France, October 20-24, 2008. Proceedings
ACIVS
Jacques Blanc-Talon, Salah Bourennane, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2008 — conf
Bayesian Fusion of Multispectral and Hyperspectral Image in Wavelet Domain.
IGARSS (5)
Yifan Zhang, Steve De Backer, Paul Scheunders
2008 J jnl
Denoising of multicomponent images using wavelet least-squares estimators.
Image Vis. Comput.
Steve De Backer, Aleksandra Pizurica, Bruno Huysmans, Wilfried Philips, Paul Scheunders
2008 J jnl
Estimating the ecotone width in patchy ecotones using a sigmoid wave approach.
Ecol. Informatics
Koen Hufkens, Reinhart Ceulemans, Paul Scheunders
2008 B conf
Fast bias field reduction by localized Lloyd-Max quantization.
Image Processing
Rudolf Hanel, Kees Joost Batenburg, Steve De Backer, Paul Scheunders, Jan Sijbers
2008 B conf
Mosaicing of Fibered Fluorescence Microscopy Video.
ACIVS
Steve De Backer, Frans W. Cornelissen, Jan Lemeire, Rony Nuydens, Theo Meert, Peter Schelkens, Paul Scheunders
2008 B conf
Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models.
ICIP
Geert Verdoolaege, Steve De Backer, Paul Scheunders
2008 — conf
Spatial Classification of Hyperspectral Data of Dune Vegetation along the Belgian Coast.
IGARSS (3)
Guy Thoonen, Steve De Backer, Sam Provoost, Pieter Kempeneers, Paul Scheunders
2008 — conf
Using XQuery on MusicXML Databases for Musicological Analysis.
ISMIR
Joachim Ganseman, Paul Scheunders, Wim D'haes
2008 — conf
Wavelet-Based Multispectral Image Restoration.
IGARSS (3)
Arno Duijster, Steve De Backer, Paul Scheunders
2007 B ed.
Advanced Concepts for Intelligent Vision Systems, 9th International Conference, ACIVS 2007, Delft, The Netherlands, August 28-31, 2007, Proceedings
ACIVS
Jacques Blanc-Talon, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2007 — conf
Multicomponent Image Restoration, an Experimental Study.
ICIAR
Arno Duijster, Steve De Backer, Paul Scheunders
2007 J jnl
Wavelet Denoising of Multicomponent Images Using Gaussian Scale Mixture Models and a Noise-Free Image as Priors.
IEEE Trans. Image Process.
Paul Scheunders, Steve De Backer
2006 B ed.
Advanced Concepts for Intelligent Vision Systems, 8th International Conference, ACIVS 2006, Antwerp, Belgium, September 18-21, 2006, Proceedings
ACIVS
Jacques Blanc-Talon, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2006 — conf
Enhancement of fMRI image series with the aid of an anatomical image.
ISBI
Steve De Backer, Paul Scheunders
2006 B conf
Wavelet Denoising of Multicomponent Images, using a Noise-Free Image.
ICIP
Paul Scheunders, Steve De Backer
2006 — conf
Wavelet denoising of multicomponent images, using a Gaussian Scale Mixture model.
ICPR (3)
Paul Scheunders, Steve De Backer
2005 J jnl
A band selection technique for spectral classification.
IEEE Geosci. Remote. Sens. Lett.
Steve De Backer, Pieter Kempeneers, Walter Debruyn, Paul Scheunders
2005 B ed.
Advanced Concepts for Intelligent Vision Systems, 7th International Conference, ACIVS 2005, Antwerp, Belgium, September 20-23, 2005, Proceedings
ACIVS
Jacques Blanc-Talon, Wilfried Philips, Dan C. Popescu, Paul Scheunders
2005 J jnl
Generic wavelet-based hyperspectral classification applied to vegetation stress detection.
IEEE Trans. Geosci. Remote. Sens.
Pieter Kempeneers, Steve De Backer, Walter Debruyn, Pol Coppin, Paul Scheunders
2005 C conf
Retrieval of oceanic constituents from ocean color using simulated annealing.
IGARSS
Pieter Kempeneers, Sindy Sterckx, Walter Debruyn, Steve De Backer, Paul Scheunders, Youngje Park, Kevin Ruddick
2005 J jnl
Spatiotemporal properties of the BOLD response in the songbirds' auditory circuit during a variety of listening tasks.
NeuroImage
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
2005 C conf
Wavelet domain denoising of multispectral remote sensing imagery adapted to the local spatial and spectral context.
IGARSS
Aleksandra Pizurica, Bruno Huysmans, Paul Scheunders, Wilfried Philips
2004 — conf
3D Region of Interest X-Ray CT for Geometric Magnification from Multiresolution Acquisitions.
ISBI
Greg Tisson, Paul Scheunders, Dirk Van Dyck
2004 — conf
Classification of Dune Vegetation from Remotely Sensed Hyperspectral Images.
ICIAR (2)
Steve De Backer, Pieter Kempeneers, Walter Debruyn, Paul Scheunders
2004 C conf
Classifying hyperspectral airborne imagery for vegetation survey along coastlines.
IGARSS
Pieter Kempeneers, Bart Deronde, Luc Bertels, Walter Debruyn, Steve De Backer, Paul Scheunders
2004 B conf
Least-squares interband denoising of color and multispectral images.
ICIP
Paul Scheunders, Jef Driesen
2004 J jnl
Wavelet thresholding of multivalued images.
IEEE Trans. Image Process.
Paul Scheunders
2004 B conf
Wavelet-based color filter array demosaicking.
ICIP
Jef Driesen, Paul Scheunders
2003 J jnl
An orthogonal wavelet representation of multivalued images.
IEEE Trans. Image Process.
Paul Scheunders
2003 — conf
Cross media tonal mapping model obtained from psychometric experiments.
Color Imaging: Processing, Hardcopy, and Applications
Stefan Livens, Ans Anthonis, Marc F. Mahy, Paul Scheunders
2002 J jnl
A multivalued image wavelet representation based on multiscale fundamental forms.
IEEE Trans. Image Process.
Paul Scheunders
2002 J jnl
Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery.
Pattern Recognit. Lett.
Shixin Yu, Steve De Backer, Paul Scheunders
2002 — conf
Multiscale Watershed Segmentation of Multivalued Images.
ICPR (3)
Paul Scheunders, Jan Sijbers
2002 — conf
Wavelet-based enhancement and denoising using multiscale structure tensor.
ICIP (3)
Paul Scheunders
2001 J jnl
Local mapping for multispectral image visualization.
Image Vis. Comput.
Paul Scheunders
2001 Misc conf
Multiscale Fundamental Forms: A Multimodal Image Wavelet Representation.
ICIAP
Paul Scheunders
2001 — conf
Multiscale anisotropic filtering of color images.
ICIP (3)
Paul Scheunders, Jan Sijbers
2001 — conf
Multispectral image fusion and merging using multiscale fundamental forms.
ICIP (1)
Steve De Backer, Paul Scheunders
2001 Misc conf
Multivalued Image Segmentation Based on First Fundamental Form.
ICIAP
Paul Scheunders
2001 J jnl
Texture segmentation by frequency-sensitive elliptical competitive learning.
Image Vis. Comput.
Steve De Backer, Paul Scheunders
2000 B conf
Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for high-dimensional remote sensing data.
SMC
Shixin Yu, Steve De Backer, Paul Scheunders
2000 B conf
Multispectral Image Fusion Using Local Mapping Techniques.
ICPR
Paul Scheunders
1999 J jnl
A competitive elliptical clustering algorithm.
Pattern Recognit. Lett.
Steve De Backer, Paul Scheunders
1999 J jnl
High-dimensional clustering using frequency sensitive competitive learning.
Pattern Recognit.
Paul Scheunders, Steve De Backer
1999 J jnl
Statistical texture characterization from discrete wavelet representations.
IEEE Trans. Image Process.
Gert Van de Wouwer, Paul Scheunders, Dirk Van Dyck
1999 Misc conf
Texture Segmentation by Frequency-Sensitive Elliptical Competitive Learning.
ICIAP
Steve De Backer, Paul Scheunders
1999 J jnl
Wavelet correlation signatures for color texture characterization.
Pattern Recognit.
Gert Van de Wouwer, Paul Scheunders, Stefan Livens, Dirk Van Dyck
1998 — conf
Classification of Microcalcifications Using Texture-Based Features.
Digital Mammography / IWDM
Dirk Meersman, Paul Scheunders, Dirk Van Dyck
1998 — conf
Detection of microcalcifications using non-linear filtering.
EUSIPCO
Dirk Meersman, Paul Scheunders, Dirk Van Dyck
1998 — conf
Detection of microcalcifications using non-linear filtering.
EUSIPCO
Dirk Meersman, Paul Scheunders, Dirk Van Dyck
1998 J jnl
Maximum Likelihood Estimation of Rician Distribution Parameters.
IEEE Trans. Medical Imaging
Jan Sijbers, Arnold J. den Dekker, Paul Scheunders, Dirk Van Dyck
1998 — conf
Non-linear Mapping for Feature Extraction.
SSPR/SPR
Paul Scheunders, Steve De Backer, Antoine Naud
1998 J jnl
Non-linear dimensionality reduction techniques for unsupervised feature extraction.
Pattern Recognit. Lett.
Steve De Backer, Antoine Naud, Paul Scheunders
1998 B conf
Rotation-invariant texture characterization using isotropic wavelet frames.
ICPR
Gert Van de Wouwer, Paul Scheunders, Dirk Van Dyck
1998 B conf
Using genetic differential competitive learning for unsupervised training in multispectral image classification systems.
SMC
Chih-Cheng Hung, Tommy L. Coleman, Paul Scheunders
1997 J jnl
A comparison of clustering algorithms applied to color image quantization.
Pattern Recognit. Lett.
Paul Scheunders
1997 J jnl
A genetic c-Means clustering algorithm applied to color image quantization.
Pattern Recognit.
Paul Scheunders
1997 — conf
Color Texture Classification by Wavelet Energy Correlation Signatures.
ICIAP (1)
Gert Van de Wouwer, Stefan Livens, Paul Scheunders, Dirk Van Dyck
1997 — conf
Joint Quantization and Error-Diffusion of Color Images Using Competitive Learning.
ICIP (1)
Paul Scheunders, Steve De Backer
1996 J jnl
A genetic Lloyd-Max image quantization algorithm.
Pattern Recognit. Lett.
Paul Scheunders
1996 — conf
A genetic approach towards optimal color image quantization.
ICIP (3)
Paul Scheunders
1996 — conf
Automatic segmentation and modelling of two-dimensional electrophoresis gels.
ICIP (2)
Eva Bettens, Paul Scheunders, Jan Sijbers, Dirk Van Dyck, L. Moens
1996 B conf
On the local optimality of image quantizers.
ICPR
Paul Scheunders, Hugo Van Hove, Stefan Livens
1996 B conf
Volume quantization of the mouse cerebellum by semiautomatic 3D segmentation of magnetic resonance images.
Image Processing
Jan Sijbers, Annemarie van der Linden, Paul Scheunders, Johan Van Audekerke, Dirk Van Dyck, Erik R. R. Raman
1996 B conf
Wavelet-FILVQ classifier for speech analysis.
ICPR
Gert Van de Wouwer, Paul Scheunders, Dirk Van Dyck
1995 C conf
Classification of Corrosion Images by Wavelet Signatures and LVQ Networks.
CAIP
Stefan Livens, Paul Scheunders, Gert Van de Wouwer, Dirk Van Dyck, Hilde Smets, Johan Winkelmans, Walter F. L. Bogaerts