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Remote sensing

Multispectral and hyperspectral satellite and aerial image processing and analysis

MPGU-Net: Multi-Model Physics-Guided Network for Nonlinear Hyperspectral Unmixing

X. Tao, Koirala, B., Rasti, B., Plaza, A., and Scheunders, P., “MPGU-Net: Multi-Model Physics-Guided Network for Nonlinear Hyperspectral Unmixing”, IEEE Transactions on Geoscience and Remote Sensing, pp. 1-1, 2026.

Files:

mpgu_net_multi_model_physics_guided_network_for_hyperspectral_nonlinear_unmixing.pdf

A Benchmark Linear Unmixing Dataset With Spectral Variability and Ground Truth

X. Haijen, Koirala, B., Tao, X., and Scheunders, P., “A Benchmark Linear Unmixing Dataset With Spectral Variability and Ground Truth”, in 2025 15th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2025, pp. 1-5.

Files:

a_benchmark_linear_unmixing_dataset_with_spectral_variability_and_ground_truth.pdf

A Two-Step Linear Mixing Model for Unmixing Under Hyperspectral Variability

X. Haijen, Koirala, B., Tao, X., and Scheunders, P., “A Two-Step Linear Mixing Model for Unmixing Under Hyperspectral Variability”, in IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, 2025, pp. 8707-8711.

Files:

a_two_step_linear_mixing_model_for_unmixing_under_hyperspectral_variability.pdf

Moisture Content Estimation of Heterogenous Porous Stones Using Hyperspectral Imaging

D. Ali Chaghdo, Koirala, B., Fontaine, L., De Kock, T., Hayen, R., and Scheunders, P., “Moisture Content Estimation of Heterogenous Porous Stones Using Hyperspectral Imaging”, in 2025 15th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2025, pp. 1-5.

Files:

danish_whispers_2025.pdf

Leaf Water Thickness Estimation from Spectral Reflectance

K. Vinay Jambhali, Koirala, B., and Scheunders, P., “Leaf Water Thickness Estimation from Spectral Reflectance”, in 2025 15th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2025, pp. 1-5.

Files:

ketaki_whispers.pdf

Estimation of Mortar Brick Composition from Spectral Reflectance

Z. Bnoulkacem, Koirala, B., Soubrier, P., Hu, X., Vlaminck, M., Luong, H., Van Den Bossche, N., and Scheunders, P., “Estimation of Mortar Brick Composition from Spectral Reflectance”, in 2025 15th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2025, pp. 1-5.

Files:

zakaria_whispers_2025.pdf

Moisture Content Estimation of Porous Building Stones using Hyperspectral Imaging

D. Ali Chaghdo, Koirala, B., Cristina, L., De Kock, T., Fontaine, L., Hayen, R., and Scheunders, P., “Moisture Content Estimation of Porous Building Stones using Hyperspectral Imaging”, Scientific Data, vol. 13, p. 102, 2025.

Files:

moisture_content_estimation_of_porous_building_sto.pdf

Soil Moisture Content Estimation From Hyperspectral Remote Sensing Data

K. Vinay Jambhali, Koirala, B., Bnoulkacem, Z., and Scheunders, P., “Soil Moisture Content Estimation From Hyperspectral Remote Sensing Data”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, pp. 22231-22240, 2025.

Files:

soil_moisture_content_estimation_from_hyperspectral_remote_sensing_data_1_.pdf

A Spectral-Spatial Attention Network for Hyperspectral Unmixing

X. Tao, Koirala, B., Rasti, B., Plaza, A., and Scheunders, P., “A Spectral-Spatial Attention Network for Hyperspectral Unmixing”, IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-15, 2025.

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HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network

B. Rasti, Koirala, B., and Scheunders, P., “HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network”, IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15, 2022.

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