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Bikram Koirala
Bikram Koirala
Adresse e-mail validée de uantwerpen.be
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Année
UnDIP: Hyperspectral unmixing using deep image prior
B Rasti, B Koirala, P Scheunders, P Ghamisi
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
802021
Hyperspectral unmixing using transformer network
P Ghosh, SK Roy, B Koirala, B Rasti, P Scheunders
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022
462022
Misicnet: Minimum simplex convolutional network for deep hyperspectral unmixing
B Rasti, B Koirala, P Scheunders, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022
442022
SUnCNN: Sparse unmixing using unsupervised convolutional neural network
B Rasti, B Koirala
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021
362021
A machine learning framework for estimating leaf biochemical parameters from its spectral reflectance and transmission measurements
B Koirala, Z Zahiri, P Scheunders
IEEE Transactions on Geoscience and Remote Sensing 58 (10), 7393-7405, 2020
142020
A supervised method for nonlinear hyperspectral unmixing
B Koirala, M Khodadadzadeh, C Contreras, Z Zahiri, R Gloaguen, ...
Remote Sensing 11 (20), 2458, 2019
142019
Robust supervised method for nonlinear spectral unmixing accounting for endmember variability
B Koirala, Z Zahiri, A Lamberti, P Scheunders
IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7434-7448, 2020
132020
How hyperspectral image unmixing and denoising can boost each other
B Rasti, B Koirala, P Scheunders, P Ghamisi
Remote Sensing 12 (11), 1728, 2020
122020
HapkeCNN: Blind nonlinear unmixing for intimate mixtures using hapke model and convolutional neural network
B Rasti, B Koirala, P Scheunders
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022
102022
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress
MSM Asaari, S Mertens, L Verbraeken, S Dhondt, D Inzé, K Bikram, ...
Computers and Electronics in Agriculture 195, 106806, 2022
102022
A neural network method for nonlinear hyperspectral unmixing
B Koirala, R Heylen, P Scheunders
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
62018
Behnood Rasti and Paul Scheunders,“
P Ghosh, SK Roy, B Koirala
Hyperspectral unmixing using transformer network,” in IEEE Transactions on …, 2022
52022
Spectral Unmixing Using Deep Convolutional Encoder-Decoder
B Rasti, B Koirala, P Scheunders, P Ghamisi
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3829 …, 2021
32021
A semi-supervised method for nonlinear hyperspectral unmixing
B Koirala, P Scheunders
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
32019
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance
B Koirala, N Mboga, R Moelans, E Knaeps, S Sels, F Winters, ...
Remote Sensing 15 (20), 4950, 2023
22023
A robust supervised method for estimating soil moisture content from spectral reflectance
B Koirala, Z Zahiri, P Scheunders
IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2022
22022
Blind nonlinear unmixing for intimate mixtures using Hapke model and CNN
B Rasti, B Koirala
2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2022
12022
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging
B Koirala, Z Zahiri, M Khodadadzadeh, P Scheunders
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019
12019
A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures
B Koirala, B Rasti, Z Bnoulkacem, A de Lima Ribeiro, Y Madriz, ...
IEEE Sensors Journal, 2023
2023
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders
B Koirala, B Rasti, Z Bnoulkacem, ADL Ribeiro, Y Madriz, E Herrmann, ...
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
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