Self-control dynamics for sparsely coded networks with synaptic noise. - Désiré Bollé; Rob Heylen (IJCNN, 2004)

Adaptive Thresholds for Layered Neural Networks with Synaptic Noise. - Désiré Bollé; Rob Heylen (ICANN (1), 2006)

Adaptive Thresholds for Neural Networks with Synaptic Noise. - Désiré Bollé; Rob Heylen (Int. J. Neural Syst., 2007)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Nonlinear Spectral Unmixing With a Linear Mixture of Intimate Mixtures Model. - Rob Heylen; Paul D. Gader (IEEE Geosci. Remote. Sens. Lett., 2014)

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

A Review of Nonlinear Hyperspectral Unmixing Methods. - Rob Heylen; Mario Parente; Paul D. Gader (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Counting Strawberry Flowers On Drone Imagery With A Sequential Convolutional Neural Network. - Rob Heylen; Petra Van Mulders; Nicole Gallace (IGARSS, 2021)

Encoding Stability into Laser Powder Bed Fusion Monitoring Using Temporal Features and Pore Density Modelling. - Brian G. Booth; Rob Heylen; Mohsen Nourazar; Dries Verhees; Wilfried Philips; Abdellatif Bey-Temsamani (Sensors, 2022)

Accelerated Monitoring of Powder Bed Fusion Additive Manufacturing via High-Throughput Imaging and Low-Latency Machine Learning. - Ayyoub Ahar; Rob Heylen; Dries Verhees; Cyril Blanc; Abdellatif Bey-Temsamani (AIAI (2), 2023)