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.

DOI: 10.1109/TGRS.2019.2893489

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

DOI:  10.1109/TGRS.2020.2982263

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.

DOI: 10.1109/IGARSS.2018.8519182

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.

DOI: 10.1109/IGARSS.2018.8518635

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.

DOI: 10.1109/IGARSS.2018.8518995

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.

DOI: 10.1109/IGARSS.2019.8898846

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.

DOI: 10.1109/IGARSS.2019.8897856

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.

DOI: 10.1109/WHISPERS.2019.8920893