Publications

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2018
Blanc-Talon, J., D. Helbert, W. Philips, D. Popescu, and P. Scheunders, "ACIVS 2018, Advanced Concepts for Intelligent Vision Systems ", Lecture Notes in Computer Science, vol. 11182, 2018.
Zahiri, Z., B. Ribbens, S. Vanlanduit, and P. Scheunders, "Automatic Detection of Surface Damages on Steel Structures using Near Infrared Hyperspectral Imaging", 9th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2018.
Asaari, M. Shahrimie, P. Mishra, S. Mertens, S. Dhondt, D. Inze, N. Wuyts, and P. Scheunders, "Close-range hyperspectral image analysis for the early detection of plant stress responses in individual plants in a high-throughput phenotyping platform", ISPRS Journal of Photogrammetry and Remote Sensing , vol. 138, pp. 121-138, 2018.
Scheunders, P., D. Tuia, and G. Moser, "Contributions of Machine Learning to Remote Sensing Data Analysis", Comprehensive Remote Sensing, vol. 2, pp. 199-243, 2018.
Asaari, M. Shahrimie, S. Mertens, S. Dhondt, N. Wuyts, and P. Scheunders, "Detection of plant responses to drought using close-range hyperspectral imaging in a high-throughput phenotyping platform", IEEE Whispers 2018, Workshop on Hyperspectral Image and Signal Processing, Amsterdam, 23-26 September , 2018.
M. Soleimanzadeh, R., A. Karami, and P. Scheunders, "Fusion of hyperspectral and Lidar images using non-subsampled shearlet transform", IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 23-27, 2018.
Rezaei, H.., A. Karami, and P. Scheunders, "Hyperspectral and multispectral image fusion based on spectral matching in the shearlet domain", IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 23-27, 2018.
Andrejchenko, V., R. Heylen, W. Liao, W. Philips, and P. Scheunders, "MRF-based decision fusion for hyperspectral image classification", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, 2018.
Koirala, B., R. Heylen, and P. Scheunders, "A NEURAL NETWORK METHOD FOR NONLINEAR HYPERSPECTRAL UNMIXING", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, pp. pp. 4233-4236, 2018.
Rasti, B., P. Scheunders, P. Ghesami, G. Licciardi, and J. Chanussot, "Noise reduction in hyperspectral imagery: overview and application", Remote Sensing , vol. 10, issue 3, pp. 482, 2018.
Liu, G., T. Nath, Z. Guo, G. Linneweber, A. Claeys, J. Li, M. Bengochea, S. De Backer, B. Weyn, M. Sneyders, et al., "A simple computer vision pipeline reveals the effects of isolation on social interaction dynamics in Drosophila", Plos Computational Biology, vol. 14, issue 8, pp. e1006410, 2018.
Dox, T., R. Heylen, and P. Scheunders, "Spectral variability in a multilinear mixing model", IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 23-27, 2018.
2019
Asaari, M. Shahrimie, S. Mertens, S. Dhondt, D. Inze, N. Wuyts, and P. Scheunders, "Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform", Computers and Electronics in Agriculture, vol. 162, pp. 749-758, 2019.
Andrejchenko, V., W. Liao, W. Philips, and P. Scheunders, "Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields", Remote Sensing, vol. 11, 2019.
Koirala, B., Z. Zahiri, M. Khodadadzadeh, and P. Scheunders, "Fractional abundance estimation of mixed and compound materials by hyperspectral imaging.", 10th Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), Sept 2019, Amsterdam, Netherlands, pp. pp. 1-5, 2019.
Heylen, R., V. Andrejchenko, Z. Zahiri, M. Parente, and P. Scheunders, "Nonlinear hyperspectral unmixing with graphical models", IEEE Transaction on Geoscience and Remote Sensing, 2019.
Koirala, B., and P. Scheunders, "A semi-supervised method for Nonlinear Hyperspectral Unmixing", IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Yokohama, Japan, 2019, pp. pp. 361-364, 2019.
Andrejchenko, V., Z. Zahiri, R. Heylen, and P. Scheunders, "A spectral mixing model accounting for multiple reflections and shadow", IGARSS 2019, International Geoscience and Remote Sensing Symposium, Yokohama, Japan, pp. 286-289, 2019.
Koirala, B., M. Khodadadzadeh, C. Contreras, Z. Zahiri, R. Gloaguen, and P. Scheunders, "A supervised method for nonlinear hyperspectral unmixing", Remote Sensing, vol. 11, issue 20 , 10/2019.

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