A Neural Network Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Rob Heylen; Paul Scheunders (IGARSS, 2018)

A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Paul Scheunders (IGARSS, 2019)

Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging. - Bikram Koirala; Zohreh Zahiri; Mahdi Khodadadzadeh; Paul Scheunders (WHISPERS, 2019)

A Supervised Method for Nonlinear Hyperspectral Unmixing. - Bikram Koirala; Mahdi Khodadadzadeh; Cecilia Contreras; Zohreh Zahiri; Richard Gloaguen; Paul Scheunders (Remote. Sens., 2019)

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi (Remote. Sens., 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)

Spectral Unmixing Using Deep Convolutional Encoder-Decoder. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi (IGARSS, 2021)

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi; Richard Gloaguen (IGARSS, 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)

A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance. - Bikram Koirala; Paul Scheunders (IGARSS, 2022)

Sparse Unmixing using Deep Convolutional Networks. - Behnood Rasti; Bikram Koirala; Paul Scheunders (IGARSS, 2022)

Deep Blind Unmixing using Minimum Simplex Convolutional Network. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Jocelyn Chanussot (IGARSS, 2022)

Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN. - Behnood Rasti; Bikram Koirala (WHISPERS, 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)

Deep Hyperspectral Unmixing using Transformer Network. - Preetam Ghosh; Swalpa Kumar Roy; Bikram Koirala; Behnood Rasti; Paul Scheunders (CoRR, 2022)

SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network. - Behnood Rasti; Bikram Koirala (IEEE Geosci. Remote. Sens. Lett., 2022)

Hyperspectral Unmixing Using Transformer Network. - Preetam Ghosh; Swalpa Kumar Roy; Bikram Koirala; Behnood Rasti; 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)

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)

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Jocelyn Chanussot (IEEE Trans. Geosci. Remote. Sens., 2022)

UnDIP: Hyperspectral Unmixing Using Deep Image Prior. - Behnood Rasti; Bikram Koirala; Paul Scheunders; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2022)

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 (IGARSS, 2023)

Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data. - Ketaki Vinay Jambhali; Bikram Koirala; Zakaria Bnoulkacem; Paul Scheunders (WHISPERS, 2023)

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. - Bikram Koirala; Samiran Das; Behnood Rasti; Pedram Ghamisi; Richard Gloaguen; Paul Scheunders (WHISPERS, 2023)

Unmixing Intimate Mixtures Using Bézier Surfaces. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Paul Scheunders (WHISPERS, 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; Hiep Luong 001 (WHISPERS, 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; et al. (CoRR, 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., 2023)

Improving Spectral Unmixing Performance by Frequency Component Reduction. - Zakaria Bnoulkacem; Bikram Koirala; Paul Scheunders (WHISPERS, 2024)

Exploring the Potential of Hyperspectral Imaging to Estimate the Moisture Content in Natural and Historical Stones. - Danish Ali Chaghdo; Bikram Koirala; Laura Cristina; Roald Hayen; Paul Scheunders (WHISPERS, 2024)

M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation. - Abdollah Zakeri; Mulham Fawakherji; Jiming Kang; Bikram Koirala; Venkatesh Balan; Weihang Zhu; Driss Benhaddou; Fatima A. Merchant (CoRR, 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)

Nonlinear Spectral Unmixing Using Bézier Surfaces. - Bikram Koirala; Behnood Rasti; Zakaria Bnoulkacem; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2024)

A New Dual-Feature Fusion Network for Enhanced Hyperspectral Unmixing. - Xuanwen Tao; Bikram Koirala; Antonio Plaza; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2024)

SMS3D: 3D Synthetic Mushroom Scenes Dataset for 3D Object Detection and Pose Estimation. - Abdollah Zakeri; Bikram Koirala; Jiming Kang; Venkatesh Balan; Weihang Zhu; Driss Benhaddou; Fatima A. Merchant (Comput., 2025)

A Spectral-Spatial Attention Network for Hyperspectral Unmixing. - Xuanwen Tao; Bikram Koirala; Behnood Rasti; Antonio Plaza; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2025)

A Two-step Linear Mixing Model for Unmixing under Hyperspectral Variability. - Xander Haijen; Bikram Koirala; Xuanwen Tao; Paul Scheunders (CoRR, 2025)