Publications
1. Journal publications |
R. Heylen, V. Andrejchenko, Z. Zahiri, M. Parente, P. Scheunders Nonlinear hyperspectral unmixing with graphical models IEEE Transactions on Geoscience and Remote Sensing, 2019. |
V. Andrejchenko, W. Liao, W. Philips, P. Scheunders Decision Fusion Framework for Hyperspectral Image Classification based on Markov and Conditional Random Fields Remote Sensing, 11 (6), 624, 2019 DOI: 10.3390/rs11060624 |
B. Koirala, M. Khodadadzadeh, C. Contreras, Z. Zahiri, R. Gloaguen, P. Scheunders A supervised method for nonlinear hyperspectral unmixing Remote Sensing , 11, 2458, 2019 DOI: 10.3390/rs11202458 |
B. Koirala, Z. Zahiri, P. Scheunders A machine learning framework for estimating leaf biochemical parameters from its spectral reflectance and transmission measurements IEEE Transactions on Geoscience and Remote Sensing, 2020 |
B. Rasti, B. Koirala, P. Scheunders, P. Ghamisi How Hyperspectral Image Unmixing and Denoising can Boost Each Other Remote Sensing , 12, 1728, 2020 DOI: 10.3390/rs12111728 |
2. Conference publications |
Vera Andrejchenko, Rob Heylen, Wenzhi Liao, Wilfried Philips, Paul Scheunders MRF-based decision fusion for hyperspectral image classification IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, pp. 8066-8069, July 23-27, 2018. |
Thorvald Dox, Rob Heylen, Paul Scheunders Spectral variability in a multilinear mixing model IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, pp. 4217-4220, July 23-27, 2018. |
Bikram Koirala, Rob Heylen, Paul Scheunders A Neural Network method for Nonlinear Hyperspectral Unmixing IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, pp. 4233-4236, July 23-27, 2018. |
B. Koirala, P. Scheunders A semi-supervised method for nonlinear hyperspectral unmixing IGARSS 2019, International Geoscience and Remote Sensing Symposium, Yokohama, July 28-August 2, 2019 , pp. 361-364. |
V. Andrejchenko, Z. Zahiri, R. Heylen, P. Scheunders A spectral mixing model accounting for multiple reflections and shadow IGARSS 2019, International Geoscience and Remote Sensing Symposium, Yokohama, July 28-August 2, 2019 , pp. 286-289. |
B. Koirala, Z. Zahiri, M. Khodadadzadeh, P. Scheunders Fractional abundance estimation of mixed and compound materials by hyperspectral imaging IEEE Whispers 2019, Workshop on Hyperspectral Image and Signal Processing, Amsterdam, 24-26 September 2019. |