Rob Heylen - RankMe

60 papers B 3C 17Journal 24Unranked 16

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Accelerated Monitoring of Powder Bed Fusion Additive Manufacturing via High-Throughput Imaging and Low-Latency Machine Learning. AIAI (2) Ayyoub Ahar, Rob Heylen, Dries Verhees, Cyril Blanc, Abdellatif Bey-Temsamani
2022	J	`jnl`	Encoding Stability into Laser Powder Bed Fusion Monitoring Using Temporal Features and Pore Density Modelling. Sensors Brian G. Booth, Rob Heylen, Mohsen Nourazar, Dries Verhees, Wilfried Philips, Abdellatif Bey-Temsamani
2021	C	`conf`	Counting Strawberry Flowers On Drone Imagery With A Sequential Convolutional Neural Network. IGARSS Rob Heylen, Petra Van Mulders, Nicole Gallace
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`	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	C	`conf`	MRF-Based Decision Fusion for Hyperspectral Image Classification. IGARSS Vera Andrejchenko, Rob Heylen, Wenzhi Liao, Wilfried Philips, Paul Scheunders
2018	C	`conf`	Spectral Variability in a Multilinear Mixing Model. IGARSS Thorvald Dox, Rob Heylen, 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	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	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	—	`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	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
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 Review of Nonlinear Hyperspectral Unmixing Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rob Heylen, Mario Parente, Paul D. Gader
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	—	`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	J	`jnl`	Nonlinear Spectral Unmixing With a Linear Mixture of Intimate Mixtures Model. IEEE Geosci. Remote. Sens. Lett. Rob Heylen, Paul D. Gader
2014	—	`conf`	Nonlinear unmixing by using non-euclidean metrics in a linear unmixing chain. WHISPERS Rob Heylen, Paul Scheunders, Anand Rangarajan, Paul D. Gader
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	—	`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`	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	—	`conf`	Solving the hyperspectral unmixing problem with projection onto convex sets. EUSIPCO Rob Heylen, Muhammad Awais Akhter, Paul Scheunders
2012	—	`conf`	A fast geometric algorithm for solving the inversion problem in spectral unmixing. WHISPERS Rob Heylen, 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	C	`conf`	Unmixing for detection and quantification of adjacency effects. IGARSS Dzevdet Burazerovic, Bert Geens, Rob Heylen, Sindy Sterckx, 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`	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	B	`conf`	Nonlinear barycentric dimensionality reduction. ICIP Rob Heylen, Paul Scheunders
2007	J	`jnl`	Adaptive Thresholds for Neural Networks with Synaptic Noise. Int. J. Neural Syst. Désiré Bollé, Rob Heylen
2006	—	`conf`	Adaptive Thresholds for Layered Neural Networks with Synaptic Noise. ICANN (1) Désiré Bollé, Rob Heylen
2004	B	`conf`	Self-control dynamics for sparsely coded networks with synaptic noise. IJCNN Désiré Bollé, Rob Heylen