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Remote sensing
Multispectral and hyperspectral satellite and aerial image processing and analysis
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders
B. Koirala
,
Rasti, B.
,
Bnoulkacem, Z.
,
Ribeiro, A. De Lima
,
Madriz, Y.
,
Herrmann, E.
,
Gestels, A.
,
De Kerf, T.
,
Janssens, K.
,
Steenackers, G.
,
Gloaguen, R.
, and
Scheunders, P.
,
“
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders
”
, in
IEEE International Geoscience and Remote Sensing Symposium
, 2023, pp. 5890-5893.
Google Scholar
DOI
BibTeX
Files:
igarss_2022_1.pdf
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance
B. Koirala
,
Zahiri, Z.
, and
Scheunders, P.
,
“
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance
”
,
IEEE Transactions on Geoscience and Remote Sensing
, vol. 60, pp. 1-13, 2022.
Google Scholar
DOI
BibTeX
Files:
soil_moisture_content.pdf
Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN
B. Rasti
and
Koirala, B.
,
“
Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN
”
, in
Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
, 2022, pp. 1-5.
Google Scholar
DOI
BibTeX
Files:
whispers_2022_hapkecnn.pdf
Hyperspectral Unmixing Using Transformer Network
P. Ghosh
,
Roy, S. Kumar
,
Koirala, B.
,
Rasti, B.
, and
Scheunders, P.
,
“
Hyperspectral Unmixing Using Transformer Network
”
,
IEEE Transactions on Geoscience and Remote Sensing
, vol. 60, pp. 1-16, 2022.
Google Scholar
DOI
BibTeX
Files:
transformer_unmixing.pdf
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
IEEE International Geoscience and Remote Sensing Symposium
, 2022, pp. 326-329.
Google Scholar
DOI
BibTeX
Files:
igarss_2022.pdf
Deep Blind Unmixing using Minimum Simplex Convolutional Network
B. Rasti
,
Koirala, B.
,
Scheunders, P.
, and
Chanussot, J.
,
“
Deep Blind Unmixing using Minimum Simplex Convolutional Network
”
, in
IEEE International Geoscience and Remote Sensing Symposium
, 2022, pp. 28-31.
Google Scholar
DOI
BibTeX
Files:
misicnet_igarss2022.pdf
SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network
B. Rasti
and
Koirala, B.
,
“
SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network
”
,
IEEE Geoscience and Remote Sensing Letters
, vol. 19, pp. 1-5, 2021.
Google Scholar
DOI
BibTeX
Files:
ieee_grsl_sundip.pdf
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
IEEE International Geoscience and Remote Sensing Symposium IGARSS
, 2021.
Google Scholar
DOI
BibTeX
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
, 2022.
Google Scholar
BibTeX
Files:
hapke_cnn.pdf
MS2A-Net: multi-view spectral-spatial association network for hyperspectral image clustering
K. Rafiezadeh Sahi
,
Ghamisi, P.
,
Rasti, B.
,
Gloaguen, R.
, and
Scheunders, P.
,
“
MS2A-Net: multi-view spectral-spatial association network for hyperspectral image clustering
”
,
IEEE-JSTARS, Journal of Selected Topics in Applied Earth Observations and Remote Sensing
, vol. 15, pp. 6518-6530, 2022.
Google Scholar
BibTeX
Files:
ms2a-net_multiscale_spectralspatial_association_network_for_hyperspectral_image_clustering.pdf
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