Paul Scheunders

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 73

Top Venues

IGARSS

WHISPERS

IEEE Trans. Geosci. Remote. Sens.

Remote. Sens.

Publications

Bikram Koirala, Behnood Rasti, Paul Scheunders
A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
Nonlinear Spectral Unmixing Using Bézier Surfaces. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders
Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. WHISPERS (2023)
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
A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures. CoRR (2023)
Bikram Koirala, Nicholus Mboga, Robrecht Moelans, Els Knaeps, Seppe Sels, Frederik Winters, Svetlana Samsonova, Steve Vanlanduit, Paul Scheunders
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance. Remote. Sens. 15 (20) (2023)
Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders
Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data. WHISPERS (2023)
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
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders. IGARSS (2023)
Guichen Zhang, Paul Scheunders, Daniele Cerra
Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Michiel Vlaminck, Zakaria Bnoulkacem, Gonzalo Luzardo, Hamed Zivariadab, Zohreh Zahiri, Bikram Koirala, Frédéric Mangialetto, Irid Bufi, Ljiljana Platisa, Murali Jayapala, Paul Scheunders, Hiêp Quang Luong
Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging. WHISPERS (2023)
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
Unmixing Intimate Mixtures Using Bézier Surfaces. WHISPERS (2023)
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Guichen Zhang, Paul Scheunders, Daniele Cerra, Rupert Müller
Shadow-Aware Nonlinear Spectral Unmixing for Hyperspectral Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
UnDIP: Hyperspectral Unmixing Using Deep Image Prior. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zohreh Zahiri, Alfredo Lamberti, Jan Wielant, Paul Scheunders
Characterization Of Corrosion Products On Carbon Steel Using Hyperspectral Imaging In Short-Wave Infrared (SWIR). WHISPERS (2022)
Thomas De Kerf, Zohreh Zahiri, Paul Scheunders, Steve Vanlanduit
Corrosion Monitoring On Zinc Electroplated Steel Using Shortwave Infrared Hyperspectral Imaging. WHISPERS (2022)
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen
Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network. IGARSS (2022)
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen
Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders
HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders
Sparse Unmixing using Deep Convolutional Networks. IGARSS (2022)
Guichen Zhang, Daniele Cerra, Rupert Müller, Paul Scheunders
Shadow-Aware Nonlinear Spectral Unmixing With Spatial Regularization. WHISPERS (2022)
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Richard Gloaguen, Paul Scheunders
MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
Hyperspectral Unmixing Using Transformer Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bikram Koirala, Paul Scheunders
A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance. IGARSS (2022)
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
Deep Hyperspectral Unmixing using Transformer Network. CoRR (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
Deep Blind Unmixing using Minimum Simplex Convolutional Network. IGARSS (2022)
Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken, Stijn Dhondt, Dirk Inzé, Bikram Koirala, Paul Scheunders
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress. Comput. Electron. Agric. 195 (2022)
Thomas De Kerf, Georgios Pipintakos, Zohreh Zahiri, Steve Vanlanduit, Paul Scheunders
Identification of Corrosion Minerals Using Shortwave Infrared Hyperspectral Imaging. Sensors 22 (1) (2022)
Bikram Koirala, Zohreh Zahiri, Alfredo Lamberti, Paul Scheunders
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen
Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. IGARSS (2021)
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Robert Jackisch, Behnood Rasti, Paul Scheunders, Richard Gloaguen
A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data. WHISPERS (2021)
Ting Hu, Wei Li, Na Liu, Ran Tao, Feng Zhang, Paul Scheunders
Hyperspectral Image Restoration Using Adaptive Anisotropy Total Variation and Nuclear Norms. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Dirk Inzé, Paul Scheunders
Analysis of Plant Stress Response Using Hyperspectral Imaging and Kernel Ridge Regression. RoViSP (2021)
Ting Hu, Na Liu, Wei Li, Ran Tao, Feng Zhang, Paul Scheunders
Destriping Hyperspectral Imagery By Adaptive Anisotropic Total Variation And Truncated Nuclear Norm. WHISPERS (2021)
Marzieh Zare, Mohammad Sadegh Helfroush, Kamran Kazemi, Paul Scheunders
Hyperspectral and Multispectral Image Fusion Using Coupled Non-Negative Tucker Tensor Decomposition. Remote. Sens. 13 (15) (2021)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
Spectral Unmixing Using Deep Convolutional Encoder-Decoder. IGARSS (2021)
Kasra Rafiezadeh Shahi, Behnood Rasti, Pedram Ghamisi, Paul Scheunders, Richard Gloaguen
When is the Right Time to Apply Denoising? IGARSS (2021)
Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Robert Jackisch, Paul Scheunders, Richard Gloaguen
Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm. Remote. Sens. 12 (23) (2020)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
How Hyperspectral Image Unmixing and Denoising Can Boost Each Other. Remote. Sens. 12 (11) (2020)
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Dirk Inzé, Nathalie Wuyts, Paul Scheunders
Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform. Comput. Electron. Agric. 162 (2019)
Rob Heylen, Vera Andrejchenko, Zohreh Zahiri, Mario Parente, Paul Scheunders
Nonlinear Hyperspectral Unmixing With Graphical Models. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Bikram Koirala, Paul Scheunders
A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing. IGARSS (2019)
Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders
A Supervised Method for Nonlinear Hyperspectral Unmixing. Remote. Sens. 11 (20) (2019)
Vera Andrejchenko, Zohreh Zahiri, Rob Heylen, Paul Scheunders
A Spectral Mixing Model Accounting for Multiple Reflections and Shadow. IGARSS (2019)
Vera Andrejchenko, Wenzhi Liao, Wilfried Philips, Paul Scheunders
Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields. Remote. Sens. 11 (6) (2019)
Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging. WHISPERS (2019)
Bikram Koirala, Rob Heylen, Paul Scheunders
A Neural Network Method for Nonlinear Hyperspectral Unmixing. IGARSS (2018)
Behnood Rasti, Paul Scheunders, Pedram Ghamisi, Giorgio Licciardi, Jocelyn Chanussot
Noise Reduction in Hyperspectral Imagery: Overview and Application. Remote. Sens. 10 (3) (2018)
Thorvald Dox, Rob Heylen, Paul Scheunders
Spectral Variability in a Multilinear Mixing Model. IGARSS (2018)
Mohd Shahrimie Mohd Asaari, Stien Mertens, Stijn Dhondt, Nathalie Wuyts, Paul Scheunders
Detection of Plant Responses to Drought using Close-Range Hyperspectral Imaging in a High-Throughput Phenotyping Platform. WHISPERS (2018)
Mohammad Reza Soleimanzadeh, Azam Karami, Paul Scheunders
Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform. IGARSS (2018)
Vera Andrejchenko, Rob Heylen, Wenzhi Liao, Wilfried Philips, Paul Scheunders
MRF-Based Decision Fusion for Hyperspectral Image Classification. IGARSS (2018)
Hossein Rezaei, Azam Karami, Paul Scheunders
Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain. IGARSS (2018)
Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried Philips
Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Birgen Haest, Jeroen Vanden Borre, Toon Spanhove, Guy Thoonen, Stephanie Delalieux, Lammert Kooistra, Caspar A. Mücher, Desiré Paelinckx, Paul Scheunders, Pieter Kempeneers
Habitat Mapping and Quality Assessment of NATURA 2000 Heathland Using Airborne Imaging Spectroscopy. Remote. Sens. 9 (3) (2017)
Elham Kordi Ghasrodashti, Azam Karami, Rob Heylen, Paul Scheunders
Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation. Remote. Sens. 9 (6) (2017)
Rob Heylen, Mario Parente, Paul Scheunders
Pixel purity vertex component analysis. IGARSS (2017)
Rob Heylen, Mario Parente, Paul Scheunders
Estimation of the Intrinsic Dimensionality in Hyperspectral Imagery via the Hubness Phenomenon. LVA/ICA (2017)
Rob Heylen, Mario Parente, Paul Scheunders
Estimation of the Number of Endmembers in a Hyperspectral Image via the Hubness Phenomenon. IEEE Trans. Geosci. Remote. Sens. 55 (4) (2017)
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
Superresolution of hyperspectral images using spectral unmixing and sparse regularization. IGARSS (2016)
Azam Karami, Rob Heylen, Paul Scheunders
Hyperspectral Image Compression Optimized for Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Sayyed Ashkan Adibi, Azam Karami, Rob Heylen, Paul Scheunders
Optical solutions for improving spatial resolution of hyperspectral sensors. WHISPERS (2016)
Rob Heylen, Paul Scheunders
A Multilinear Mixing Model for Nonlinear Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (1) (2016)
Rob Heylen, Paul Scheunders, Alina Zare, Paul D. Gader
Alternating angle minimization based unmixingwith endmember variability. IGARSS (2016)
Rob Heylen, Mario Parente, Paul Scheunders
Estimation of the number of endmembers via the hubness phenomenon. WHISPERS (2016)
Rob Heylen, Alina Zare, Paul D. Gader, Paul Scheunders
Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Mohd Shahrimie Mohd Asaari, Puneet Mishra, Stien Mertens, Stijn Dhondt, Nathalie Wuyts, Paul Scheunders
Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging. WHISPERS (2016)
Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips
LiDAR information extraction by attribute filters with partial reconstruction. IGARSS (2016)
Shirin Hassanzadeh, Azam Karami, Rob Heylen, Paul Scheunders
Compression of hyperspectral images using block coordinate descent search and compressed sensing. WHISPERS (2016)
Vera Andrejchenko, Rob Heylen, Paul Scheunders, Wilfried Philips, Wenzhi Liao
Classification of hyperspectral images with very small training size using sparse unmixing. IGARSS (2016)
Azam Karami, Rob Heylen, Paul Scheunders
Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing. WHISPERS (2016)
Laurent Tits, Rob Heylen, Ben Somers, Paul Scheunders, Pol Coppin
A Geometric Unmixing Concept for the Selection of Optimal Binary Endmember Combinations. IEEE Geosci. Remote. Sens. Lett. 12 (1) (2015)
Muhammad Awais Akhter, Rob Heylen, Paul Scheunders
A Geometric Matched Filter for Hyperspectral Target Detection and Partial Unmixing. IEEE Geosci. Remote. Sens. Lett. 12 (3) (2015)
Azam Karami, Rob Heylen, Paul Scheunders
Lossy compression of hyperspectral images optimizing spectral unmixing. IGARSS (2015)
Muhammad Awais Akhter, Rob Heylen, Paul Scheunders
Hyperspectral unmixing with projection onto convex sets using distance geometry. IGARSS (2015)
Rob Heylen, Paul Scheunders, Anand Rangarajan, Paul D. Gader
Nonlinear Unmixing by Using Different Metrics in a Linear Unmixing Chain. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Rob Heylen, Paul Scheunders
Nonlinear unmixing with a multilinear mixing model. WHISPERS (2015)
Azam Karami, Rob Heylen, Paul Scheunders
Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction. IEEE Trans. Geosci. Remote. Sens. 53 (9) (2015)
Wenzhi Liao, Xin Huang, Frieke Van Coillie, Guy Thoonen, Aleksandra Pizurica, Paul Scheunders, Wilfried Philips
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter. WHISPERS (2015)
Rob Heylen, Muhammad Awais Akhter, Paul Scheunders
A fast alternative for the pixel purity index algorithm. IGARSS (2015)
Dzevdet Burazerovic, Rob Heylen, Dries Raymaekers, Els Knaeps, Catharina J. M. Philippart, Paul Scheunders
A Spectral-Unmixing Approach to Estimate Water-Mass Concentrations in Case 2 Waters. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Rob Heylen, Paul Scheunders, Anand Rangarajan, Paul D. Gader
Nonlinear unmixing by using non-euclidean metrics in a linear unmixing chain. WHISPERS (2014)
Tanmay Nath, Guangda Liu, Bassem Hassan, Barbara Weyn, Steve De Backer, Paul Scheunders
Automated Social Behaviour Recognition at Low Resolution. ICPR (2014)
Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Gustavo Camps-Valls, Pieter Kempeneers, Paul Scheunders
Spectral adaptation of hyperspectral flight lines using VHR contextual information. IGARSS (2014)
Rob Heylen, Paul Scheunders
A Distance Geometric Framework for Nonlinear Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Rob Heylen, Paul Scheunders
Hyperspectral unmixing using an active set algorithm. ICIP (2014)
Azam Karami, Rob Heylen, Paul Scheunders
Hyperspectral image noise reduction and its effect on spectral unmixing. WHISPERS (2014)
Muhammad Awais Akhter, Rob Heylen, Paul Scheunders
Geometric matched filter for hyperspectral partial unmixing. WHISPERS (2014)
Wenzhi Liao, Aleksandra Pizurica, Paul Scheunders, Wilfried Philips, Youguo Pi
Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Jan-Pieter Jacobs, Guy Thoonen, Devis Tuia, Gustavo Camps-Valls, Birgen Haest, Paul Scheunders
Domain adaptation with Hidden Markov Random Fields. IGARSS (2013)
Muhammad Awais Akhter, Zahid Mahmood, Paul Scheunders
Hyperspectral image subpixel mapping using Getis index. WHISPERS (2013)
Rob Heylen, Paul Scheunders
Multi-dimensional pixel purity index. WHISPERS (2013)
Rob Heylen, Paul Scheunders
Hyperspectral Intrinsic Dimensionality Estimation With Nearest-Neighbor Distance Ratios. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-2) (2013)
Zahid Mahmood, Muhammad Awais Akhter, Guy Thoonen, Paul Scheunders
Contextual Subpixel Mapping of Hyperspectral Images Making Use of a High Resolution Color Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6 (2-3) (2013)
Rob Heylen, Paul D. Gader, Paul Scheunders
Handling spectral variability with alternating angle minimization. WHISPERS (2013)
Tanmay Nath, Guangda Liu, Barbara Weyn, Bassem Hassan, Ariane Ramaekers, Steve De Backer, Paul Scheunders
Tracking for Quantifying Social Network of Drosophila Melanogaster. CAIP (2) (2013)
Rob Heylen, Paul Scheunders
Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 51 (7-1) (2013)
Rob Heylen, Muhammad Awais Akhter, Paul Scheunders
Solving the hyperspectral unmixing problem with projection onto convex sets. EUSIPCO (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Paul Scheunders