Browsing by author "Koirala, Bikram"
Now showing items 1-17 of 17
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A machine learning framework for estimating leaf biochemical parameters from its spectral reflectance and transmission measurements
Koirala, Bikram; Zahiri, Zohreh; Scheunders, Paul (2020-04) -
A neural network method for nonlinear hyperspectral unmixing
Koirala, Bikram; Heylen, Rob; Scheunders, Paul (2018) -
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance
Koirala, Bikram; Zahiri, Zohreh; Scheunders, Paul (2022) -
A ROBUST SUPERVISED METHOD TO ESTIMATE CHLOROPHYLL AB CONTENT FROM SPECTRAL REFLECTANCE.
Koirala, Bikram; Scheunders, Paul (2022) -
A semi-supervised method for nonlinear hyperspectral unmixing
Koirala, Bikram; Scheunders, Paul (2019) -
BLIND NONLINEAR UNMIXING FOR INTIMATE MIXTURES USING HAPKE MODEL AND CNN
Rasti, Behnood; Koirala, Bikram (2022) -
DEEP BLIND UNMIXING USING MINIMUM SIMPLEX CONVOLUTIONAL NETWORK
Rasti, Behnood; Koirala, Bikram; Scheunders, Paul; Chanussot, Jocelyn (2022) -
Fractional abundance estimation of mixed and compound materials by hyperspectral imaging.
Koirala, Bikram; Zahiri, Zohreh; Khodadadzadeh, Mahdi; Scheunders, Paul (2019-09) -
HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network
Rasti, Behnood; Koirala, Bikram; Scheunders, Paul (2022) -
How hyperspectral image unmixing and denoising can boost each other
Rasti, Behnood; Koirala, Bikram; Scheunders, Paul; Ghamisi, Pedram (2020-05) -
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing
Rasti, Behnood; Koirala, Bikram; Scheunders, Paul; Chanussot, Jocelyn (2022) -
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress
Asaari, Mohd Shahrimie Mohd; Mertens, Stien; Verbraeken, Lennart; Dhondt, Stijn; Inze, Dirk; Koirala, Bikram; Scheunders, Paul (2022) -
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability
Koirala, Bikram; Lamberti, Alfredo; Scheunders, Paul; Zohreh, Zahiri (2021) -
SPARSE UNMIXING USING DEEP CONVOLUTIONAL NETWORKS
Rasti, Behnood; Koirala, Bikram; Scheunders, Paul (2022) -
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance
Koirala, Bikram; Mboga, Nicholus; Moelans, Robrecht; Knaeps, Els; Sels, Seppe; Winters, Frederik; Samsonova, Svetlana; Vanlanduit, Steve; Scheunders, Paul (2023) -
SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network
Rasti, Behnood; Koirala, Bikram (2022) -
UnDIP: Hyperspectral Unmixing Using Deep Image Prior
Rasti, Behnood; Koirala, Bikram; Scheunders, Paul; Ghamisi, Pedram (2022)