Bikram Koirala

40 papers C 8Journal 24Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
MiSiSUn: Minimum Simplex Semisupervised Unmixing.
CoRR
Behnood Rasti, Bikram Koirala, Paul Scheunders
2025 J jnl
A Spectral-Spatial Attention Network for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Bikram Koirala, Behnood Rasti, Antonio Plaza, Paul Scheunders
2025 J jnl
A Two-step Linear Mixing Model for Unmixing under Hyperspectral Variability.
CoRR
Xander Haijen, Bikram Koirala, Xuanwen Tao, Paul Scheunders
2025 J jnl
M18K: A Multi-Purpose Real-World Dataset for Mushroom Detection, 3D Pose Estimation, and Growth Monitoring.
Comput.
Abdollah Zakeri, Mulham Fawakherji, Jiming Kang, Bikram Koirala, Venkatesh Balan, Weihang Zhu, Driss Benhaddou, Fatima A. Merchant
2025 J jnl
SMS3D: 3D Synthetic Mushroom Scenes Dataset for 3D Object Detection and Pose Estimation.
Comput.
Abdollah Zakeri, Bikram Koirala, Jiming Kang, Venkatesh Balan, Weihang Zhu, Driss Benhaddou, Fatima A. Merchant
2025 J jnl
Soil Moisture Content Estimation From Hyperspectral Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders
2024 J jnl
A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Xuanwen Tao, Bikram Koirala, Antonio Plaza, Paul Scheunders
2024 J jnl
A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bikram Koirala, Behnood Rasti, Paul Scheunders
2024 — conf
Exploring the Potential of Hyperspectral Imaging to Estimate the Moisture Content in Natural and Historical Stones.
WHISPERS
Danish Ali Chaghdo, Bikram Koirala, Laura Cristina, Roald Hayen, Paul Scheunders
2024 — conf
Improving Spectral Unmixing Performance by Frequency Component Reduction.
WHISPERS
Zakaria Bnoulkacem, Bikram Koirala, Paul Scheunders
2024 J jnl
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation.
CoRR
Abdollah Zakeri, Mulham Fawakherji, Jiming Kang, Bikram Koirala, Venkatesh Balan, Weihang Zhu, Driss Benhaddou, Fatima A. Merchant
2024 J jnl
Nonlinear Spectral Unmixing Using Bézier Surfaces.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
2023 J jnl
A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures.
CoRR
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
2023 — conf
Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures.
WHISPERS
Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders
2023 C conf
An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders.
IGARSS
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
2023 — conf
Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging.
WHISPERS
Michiel Vlaminck, Zakaria Bnoulkacem, Gonzalo Luzardo, Hamed Zivari Adab, Zohreh Zahiri, Bikram Koirala, Frédéric Mangialetto, Irid Bufi, Ljiljana Platisa, Murali Jayapala, Paul Scheunders, Hiep Luong
2023 — conf
Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data.
WHISPERS
Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders
2023 J jnl
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance.
Remote. Sens.
Bikram Koirala, Nicholus Mboga, Robrecht Moelans, Els Knaeps, Seppe Sels, Frederik Winters, Svetlana Samsonova, Steve Vanlanduit, Paul Scheunders
2023 — conf
Unmixing Intimate Mixtures Using Bézier Surfaces.
WHISPERS
Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders
2022 J jnl
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
2022 C conf
A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance.
IGARSS
Bikram Koirala, Paul Scheunders
2022 — conf
Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN.
WHISPERS
Behnood Rasti, Bikram Koirala
2022 C conf
Deep Blind Unmixing using Minimum Simplex Convolutional Network.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
2022 J jnl
Deep Hyperspectral Unmixing using Transformer Network.
CoRR
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
2022 J jnl
HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders
2022 J jnl
Hyperspectral Unmixing Using Transformer Network.
IEEE Trans. Geosci. Remote. Sens.
Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders
2022 J jnl
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot
2022 J jnl
Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress.
Comput. Electron. Agric.
Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken, Stijn Dhondt, Dirk Inzé, Bikram Koirala, Paul Scheunders
2022 J jnl
SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Behnood Rasti, Bikram Koirala
2022 C conf
Sparse Unmixing using Deep Convolutional Networks.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders
2022 J jnl
UnDIP: Hyperspectral Unmixing Using Deep Image Prior.
IEEE Trans. Geosci. Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2021 C conf
Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen
2021 J jnl
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Zohreh Zahiri, Alfredo Lamberti, Paul Scheunders
2021 C conf
Spectral Unmixing Using Deep Convolutional Encoder-Decoder.
IGARSS
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2020 J jnl
A Machine Learning Framework for Estimating Leaf Biochemical Parameters From Its Spectral Reflectance and Transmission Measurements.
IEEE Trans. Geosci. Remote. Sens.
Bikram Koirala, Zohreh Zahiri, Paul Scheunders
2020 J jnl
How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.
Remote. Sens.
Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
2019 C conf
A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing.
IGARSS
Bikram Koirala, Paul Scheunders
2019 J jnl
A Supervised Method for Nonlinear Hyperspectral Unmixing.
Remote. Sens.
Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders
2019 — conf
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.
WHISPERS
Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders
2018 C conf
A Neural Network Method for Nonlinear Hyperspectral Unmixing.
IGARSS
Bikram Koirala, Rob Heylen, Paul Scheunders