Bikram Koirala

According to our database, Bikram Koirala authored at least 29 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures.

Bikram Koirala, Behnood Rasti, Paul Scheunders

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance.

Bikram Koirala, Nicholus Mboga, Robrecht Moelans, Els Knaeps, Seppe Sels, Frederik Winters, Svetlana Samsonova, Steve Vanlanduit, Paul Scheunders

Remote. Sens., October, 2023

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures.

Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Andréa de Lima Ribeiro, Yuleika Madriz, Erik Herrmann, Arthur Gestels, Thomas De Kerf, Sandra Lorenz, Margret C. Fuchs, Koen Janssens, Gunther Steenackers, Richard Gloaguen, Paul Scheunders

CoRR, 2023

Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging.

Michiel Vlaminck, Zakaria Bnoulkacem, Gonzalo Luzardo, Hamed Zivariadab, Zohreh Zahiri, Bikram Koirala, Frédéric Mangialetto, Irid Bufi, Ljiljana Platisa, Murali Jayapala, Paul Scheunders, Hiêp Quang Luong

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Unmixing Intimate Mixtures Using Bézier Surfaces.

Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures.

Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data.

Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders.

Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Andréa de Lima Ribeiro, Yuleika Madriz, Erik Herrmann, Arthur Gestels, Thomas De Kerf, Koen Janssens, Gunther Steenackers, Richard Gloaguen, Paul Scheunders

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

UnDIP: Hyperspectral Unmixing Using Deep Image Prior.

Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi

IEEE Trans. Geosci. Remote. Sens., 2022

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.

Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2022

HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network.

Behnood Rasti, Bikram Koirala, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2022

A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance.

Bikram Koirala, Zohreh Zahiri, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Unmixing Using Transformer Network.

Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2022

SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network.

Behnood Rasti, Bikram Koirala

IEEE Geosci. Remote. Sens. Lett., 2022

Deep Hyperspectral Unmixing using Transformer Network.

Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders

CoRR, 2022

Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress.

Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken, Stijn Dhondt, Dirk Inzé, Bikram Koirala, Paul Scheunders

Comput. Electron. Agric., 2022

Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN.

Behnood Rasti, Bikram Koirala

Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Deep Blind Unmixing using Minimum Simplex Convolutional Network.

Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Sparse Unmixing using Deep Convolutional Networks.

Behnood Rasti, Bikram Koirala, Paul Scheunders

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance.

Bikram Koirala, Paul Scheunders

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability.

Bikram Koirala, Zohreh Zahiri, Alfredo Lamberti, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2021

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.

Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spectral Unmixing Using Deep Convolutional Encoder-Decoder.

Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements.

Bikram Koirala, Zohreh Zahiri, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2020

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.

Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi

Remote. Sens., 2020

2019

A Supervised Method for Nonlinear Hyperspectral Unmixing.

Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders

Remote. Sens., 2019

Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.

Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders

Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing.

Bikram Koirala, Paul Scheunders

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

A Neural Network Method for Nonlinear Hyperspectral Unmixing.

Bikram Koirala, Rob Heylen, Paul Scheunders

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018