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Remote sensing

Multispectral and hyperspectral satellite and aerial image processing and analysis

Spectral Unmixing Using Deep Convolutional Encoder-Decoder

“Spectral Unmixing Using Deep Convolutional Encoder-Decoder”, in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021.

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios

“Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios”, in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021.

SUnCNN: Sparse unmixing using unsupervised convolutional neural network

“SUnCNN: Sparse unmixing using unsupervised convolutional neural network”, IEEE Geoscience and Remote Sensing Letters, 2021.

Hyperspectral clustering using atrous spatial-spectral convolutional network

K. Rafiezadeh Sahi, Ghamisi, P., Rasti, B., Scheunders, P., and Gloaguen, R., “Hyperspectral clustering using atrous spatial-spectral convolutional network”, in IGARSS 2022, International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022.

Sparse unmixing using deep convolutional networks

B. Rasti, Koirala, B., and Scheunders, P., “Sparse unmixing using deep convolutional networks”, in IGARSS 2022, International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022.

Sparse unmixing using deep convolutional networks

B. Rasti, Koirala, B., Scheunders, P., and Chanussot, J., “Sparse unmixing using deep convolutional networks”, in IGARSS 2022, International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022.

A robust supervised method to estimate chlorophyll ab content from spectral reflectance

B. Koirala and Scheunders, P., “A robust supervised method to estimate chlorophyll ab content from spectral reflectance”, in IGARSS 2022, International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022.

Analysis of Plant Stress Response Using Hyperspectral Imaging and Kernel Ridge Regression

M. Shahrimie Asaari, Mertens, S., Dhondt, S., Inze, D., and Scheunders, P., “Analysis of Plant Stress Response Using Hyperspectral Imaging and Kernel Ridge Regression”, in 11th International Conference on Robotics, Vision, Signal Processing and Power Applications, Singapore, 2022, vol. 829.

Boosting Hyperspectral Image Unmixing using Denoising: Four Scenarios

B. Rasti, Koirala, B., Scheunders, P., Ghamisi, P., and Gloaguen, R., “Boosting Hyperspectral Image Unmixing using Denoising: Four Scenarios”, in IGARSS 2021, International Geoscience and Remote Sensing Symposium, Brussels, Belgium, 2021.

Spectral Unmixing Using Deep Convolutional Encoder-Decoder

B. Rasti, Koirala, B., Scheunders, P., and Ghamisi, P., “Spectral Unmixing Using Deep Convolutional Encoder-Decoder”, in IGARSS 2021, International Geoscience and Remote Sensing Symposium, Brussels, Belgium, 2021.

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