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Remote sensing

Multispectral and hyperspectral satellite and aerial image processing and analysis

Hyperspectral imaging for automated inspection of offshore wind infrastructure

T. De Kerf, “Hyperspectral imaging for automated inspection of offshore wind infrastructure”, 2023.

Unsupervised machine/deep learning mapping (clustering) for single/multi-source remote sensing data

K. Rafiezadeh Shahi, “Unsupervised machine/deep learning mapping (clustering) for single/multi-source remote sensing data ”, 2023.

Corrosion detection using hyperspectral VNIR and SWIR imaging for drone-based inspection of electrical pylons

Z. Bnoulkacem, Vlaminck, M., Morocho, G. Raimundo L., Zivariadab, H., Zahiri, Z., Koirala, B., Platisa, L., Luong, H., Scheunders, P., Mangialetto, F., and Bufi, I., “Corrosion detection using hyperspectral VNIR and SWIR imaging for drone-based inspection of electrical pylons”, in EUROCORR 2023, European Corrosion Congress, Proceedings, 2023, p. 2.

Files:

exhibit_17_corrosion_detection_using_hyperspectral_vnir_and_swir_imaging.pdf

Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging

M. Vlaminck, Bnoulkacem, Z., Luzardo, G., Zivariadab, H., Zahiri, Z., Koirala, B., Mangialetto, F., Bufi, I., Platisa, L., Jayapala, M., Scheunders, P., and Luong, H., “Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging”, in 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, pp. 1-5.

Files:

whispers2023.pdf

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures

B. Koirala, Das, S., Rasti, B., Ghamisi, P., Gloaguen, R., and Scheunders, P., “Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures”, in 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, pp. 1-5.

Files:

critical_comparison.pdf

Unmixing Intimate Mixtures Using Bézier Surfaces

B. Koirala, Rasti, B., Bnoulkacem, Z., and Scheunders, P., “Unmixing Intimate Mixtures Using Bézier Surfaces”, in 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, pp. 1-5.

Files:

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”, in 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, pp. 1-5.

Files:

soil_ketaki.pdf

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures

B. Koirala, Rasti, B., Bnoulkacem, Z., Ribeiro, A. De Lima, Madriz, Y., Herrmann, E., Gestels, A., De Kerf, T., Lorenz, S., Fuchs, M., Janssens, K., Steenackers, G., Gloaguen, R., and Scheunders, P., “A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures”, IEEE Sensors Journal, 2023.

Files:

a_multisensor_hyperspectral_benchmark_dataset_for_unmixing_of_intimate_mixtures_1_.pdf

Sparse Unmixing using Deep Convolutional Networks

B. Rasti, Koirala, B., and Scheunders, P., “Sparse Unmixing using Deep Convolutional Networks”, in IEEE International Geoscience and Remote Sensing Symposium, 2022, pp. 24-27.

Files:

suncnn_igarss2022.pdf

Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance

B. Koirala, Mboga, N., Moelans, R., Knaeps, E., Sels, S., Winters, F., Samsonova, S., Vanlanduit, S., and Scheunders, P., “Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance”, Remote Sensing, 2023.

Files:

remotesensing-15-04950_1.pdf

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