| 2021 | IGARSS | Counting Strawberry Flowers On Drone Imagery With A Sequential Convolutional Neural Network. | Rob Heylen, Petra Van Mulders, Nicole Gallace |
| 2019 | IGARSS | A Spectral Mixing Model Accounting for Multiple Reflections and Shadow. | Vera Andrejchenko, Zohreh Zahiri, Rob Heylen, Paul Scheunders |
| 2018 | IGARSS | MRF-Based Decision Fusion for Hyperspectral Image Classification. | Vera Andrejchenko, Rob Heylen, Wenzhi Liao, Wilfried Philips, Paul Scheunders |
| 2018 | IGARSS | Spectral Variability in a Multilinear Mixing Model. | Thorvald Dox, Rob Heylen, Paul Scheunders |
| 2018 | IGARSS | A Neural Network Method for Nonlinear Hyperspectral Unmixing. | Bikram Koirala, Rob Heylen, Paul Scheunders |
| 2017 | IGARSS | Pixel purity vertex component analysis. | Rob Heylen, Mario Parente, Paul Scheunders |
| 2016 | IGARSS | Superresolution of hyperspectral images using spectral unmixing and sparse regularization. | Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders |
| 2016 | IGARSS | Classification of hyperspectral images with very small training size using sparse unmixing. | Vera Andrejchenko, Rob Heylen, Paul Scheunders, Wilfried Philips, Wenzhi Liao |
| 2016 | IGARSS | Alternating angle minimization based unmixingwith endmember variability. | Rob Heylen, Paul Scheunders, Alina Zare, Paul D. Gader |
| 2015 | IGARSS | Hyperspectral unmixing with projection onto convex sets using distance geometry. | Muhammad Awais Akhter, Rob Heylen, Paul Scheunders |
| 2015 | IGARSS | A fast alternative for the pixel purity index algorithm. | Rob Heylen, Muhammad Awais Akhter, Paul Scheunders |
| 2015 | IGARSS | Lossy compression of hyperspectral images optimizing spectral unmixing. | Azam Karami, Rob Heylen, Paul Scheunders |
| 2014 | ICIP | Hyperspectral unmixing using an active set algorithm. | Rob Heylen, Paul Scheunders |
| 2012 | IGARSS | Unmixing for detection and quantification of adjacency effects. | Dzevdet Burazerovic, Bert Geens, Rob Heylen, Sindy Sterckx, Paul Scheunders |
| 2012 | IGARSS | Estimating the number of endmembers in hyperspectral imagery with nearest neighbor distances. | Rob Heylen, Paul Scheunders |
| 2011 | IGARSS | Towards streaming hyperspectral endmember extraction. | Dzevdet Burazerovic, Rob Heylen, Paul Scheunders |
| 2011 | IGARSS | Non-linear fully-constrained spectral unmixing. | Rob Heylen, Paul Scheunders |
| 2010 | ICIP | Nonlinear barycentric dimensionality reduction. | Rob Heylen, Paul Scheunders |
| 2010 | IGARSS | A graph-based method for non-linear unmixing of hyperspectral imagery. | Rob Heylen, Dzevdet Burazerovic, Paul Scheunders |
| 2006 | ICANN | Adaptive Thresholds for Layered Neural Networks with Synaptic Noise. | Dsir Boll, Rob Heylen |
| 2004 | IJCNN | Self-control dynamics for sparsely coded networks with synaptic noise. | Dsir Boll, Rob Heylen |