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Remote sensing
Multispectral and hyperspectral satellite and aerial image processing and analysis
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
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress
M. Shahrimie Asaari
,
Mertens, S.
,
Verbraeken, L.
,
Dhondt, S.
,
Inze, D. G.
,
Koirala, B.
, and
Scheunders, P.
,
“
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress
”
,
Computers and Electronics in Agriculture
, vol. 195, 2022.
Google Scholar
DOI
BibTeX
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing
B. Rast
,
Koirala, B.
,
Scheunders, P.
, and
Chanussot, J.
,
“
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing
”
,
IEEE Transactions on Geoscience and Remote Sensing
, vol. 60, pp. 1-15, 2022.
Google Scholar
DOI
BibTeX
Files:
ieee_journal_misicnet.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
Hyperspectral Unmixing using Transformer Network
P. Gosh
,
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
BibTeX
Files:
transformer_unmixing_author_version_to_upload.pdf
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