Bikram Koirala

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Convolutional Network

Spectral Reflectance

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Bikram Koirala, Behnood Rasti, Paul Scheunders
A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Abdollah Zakeri, Mulham Fawakherji, Jiming Kang, Bikram Koirala, Venkatesh Balan, Weihang Zhu, Driss Benhaddou, Fatima A. Merchant
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation. CoRR (2024)
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
Nonlinear Spectral Unmixing Using Bézier Surfaces. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders
Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. WHISPERS (2023)
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
A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures. CoRR (2023)
Bikram Koirala, Nicholus Mboga, Robrecht Moelans, Els Knaeps, Seppe Sels, Frederik Winters, Svetlana Samsonova, Steve Vanlanduit, Paul Scheunders
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance. Remote. Sens. 15 (20) (2023)
Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders
Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data. WHISPERS (2023)
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
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders. IGARSS (2023)
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
Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging. WHISPERS (2023)
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
Unmixing Intimate Mixtures Using Bézier Surfaces. WHISPERS (2023)
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
UnDIP: Hyperspectral Unmixing Using Deep Image Prior. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Behnood Rasti, Bikram Koirala
Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN. WHISPERS (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders
HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders
Sparse Unmixing using Deep Convolutional Networks. IGARSS (2022)
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
Hyperspectral Unmixing Using Transformer Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Bikram Koirala, Paul Scheunders
A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance. IGARSS (2022)
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
Deep Hyperspectral Unmixing using Transformer Network. CoRR (2022)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
Deep Blind Unmixing using Minimum Simplex Convolutional Network. IGARSS (2022)
Behnood Rasti, Bikram Koirala
SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken, Stijn Dhondt, Dirk Inzé, Bikram Koirala, Paul Scheunders
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress. Comput. Electron. Agric. 195 (2022)
Bikram Koirala, Zohreh Zahiri, Alfredo Lamberti, Paul Scheunders
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen
Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. IGARSS (2021)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
Spectral Unmixing Using Deep Convolutional Encoder-Decoder. IGARSS (2021)
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
How Hyperspectral Image Unmixing and Denoising Can Boost Each Other. Remote. Sens. 12 (11) (2020)
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
Bikram Koirala, Paul Scheunders
A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing. IGARSS (2019)
Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders
A Supervised Method for Nonlinear Hyperspectral Unmixing. Remote. Sens. 11 (20) (2019)
Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging. WHISPERS (2019)
Bikram Koirala, Rob Heylen, Paul Scheunders
A Neural Network Method for Nonlinear Hyperspectral Unmixing. IGARSS (2018)