Rob Heylen
Orcid: 0000-0002-8341-9397
According to our database1,
Rob Heylen
authored at least 60 papers
between 2004 and 2023.
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Bibliography
2023
Accelerated Monitoring of Powder Bed Fusion Additive Manufacturing via High-Throughput Imaging and Low-Latency Machine Learning.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
2022
Encoding Stability into Laser Powder Bed Fusion Monitoring Using Temporal Features and Pore Density Modelling.
Sensors, 2022
2021
Counting Strawberry Flowers On Drone Imagery With A Sequential Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
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
Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation.
Remote. Sens., 2017
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
IEEE Trans. Geosci. Remote. Sens., 2016
Hyperspectral Unmixing With Endmember Variability via Alternating Angle Minimization.
IEEE Trans. Geosci. Remote. Sens., 2016
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
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
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
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
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
IEEE Trans. Geosci. Remote. Sens., 2015
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
IEEE Geosci. Remote. Sens. Lett., 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Multidimensional Pixel Purity Index for Convex Hull Estimation and Endmember Extraction.
IEEE Trans. Geosci. 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
IEEE Geosci. Remote. Sens. Lett., 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Calculation of Geodesic Distances in Nonlinear Mixing Models: Application to the Generalized Bilinear Model.
IEEE Geosci. Remote. Sens. Lett., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 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
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the International Conference on Image Processing, 2010
2007
Int. J. Neural Syst., 2007
2006
Proceedings of the Artificial Neural Networks, 2006
2004
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004