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2020 – today
- 2024
[j14]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: 8956-8966 (2024)- [j13]Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders:
Nonlinear Spectral Unmixing Using Bézier Surfaces. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [i3]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 abs/2407.11275 (2024) - 2023
- [j12]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): 4950 (2023) - [c14]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: 5890-5893 - [c13]Ketaki Vinay Jambhali, Bikram Koirala, Zakaria Bnoulkacem, Paul Scheunders:
Soil Moisture Content Estimation from Hyperspectral Remote Sensing Data. WHISPERS 2023: 1-5 - [c12]Bikram Koirala, Samiran Das, Behnood Rasti, Pedram Ghamisi, Richard Gloaguen, Paul Scheunders:
Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures. WHISPERS 2023: 1-5 - [c11]Bikram Koirala, Behnood Rasti, Zakaria Bnoulkacem, Paul Scheunders:
Unmixing Intimate Mixtures Using Bézier Surfaces. WHISPERS 2023: 1-5 - [c10]Michiel Vlaminck, Zakaria Bnoulkacem, Gonzalo Luzardo, Hamed Zivariadab, Zohreh Zahiri, Bikram Koirala, Frédéric Mangialetto, Irid Bufi, Ljiljana Platisa, Murali Jayapala, Paul Scheunders, Hiep Luong:
Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging. WHISPERS 2023: 1-5 - [i2]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 abs/2309.03216 (2023) - 2022
- [j11]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: 106806 (2022) - [j10]Behnood Rasti, Bikram Koirala:
SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j9]Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders:
Hyperspectral Unmixing Using Transformer Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j8]Bikram Koirala, Zohreh Zahiri, Paul Scheunders:
A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j7]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: 1-15 (2022) - [j6]Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot:
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j5]Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi:
UnDIP: Hyperspectral Unmixing Using Deep Image Prior. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c9]Behnood Rasti, Bikram Koirala, Paul Scheunders:
Sparse Unmixing using Deep Convolutional Networks. IGARSS 2022: 24-27 - [c8]Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot:
Deep Blind Unmixing using Minimum Simplex Convolutional Network. IGARSS 2022: 28-31 - [c7]Bikram Koirala, Paul Scheunders:
A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance. IGARSS 2022: 326-329 - [c6]Behnood Rasti, Bikram Koirala:
Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN. WHISPERS 2022: 1-5 - [i1]Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders:
Deep Hyperspectral Unmixing using Transformer Network. CoRR abs/2203.17076 (2022) - 2021
- [j4]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): 7434-7448 (2021) - [c5]Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi, Richard Gloaguen:
Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. IGARSS 2021: 3821-3824 - [c4]Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi:
Spectral Unmixing Using Deep Convolutional Encoder-Decoder. IGARSS 2021: 3829-3832 - 2020
- [j3]Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi:
How Hyperspectral Image Unmixing and Denoising Can Boost Each Other. Remote. Sens. 12(11): 1728 (2020) - [j2]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): 7393-7405 (2020)
2010 – 2019
- 2019
- [j1]Bikram Koirala, Mahdi Khodadadzadeh, Cecilia Contreras, Zohreh Zahiri, Richard Gloaguen, Paul Scheunders:
A Supervised Method for Nonlinear Hyperspectral Unmixing. Remote. Sens. 11(20): 2458 (2019) - [c3]Bikram Koirala, Paul Scheunders:
A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing. IGARSS 2019: 361-364 - [c2]Bikram Koirala, Zohreh Zahiri, Mahdi Khodadadzadeh, Paul Scheunders:
Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging. WHISPERS 2019: 1-5 - 2018
- [c1]Bikram Koirala, Rob Heylen, Paul Scheunders:
A Neural Network Method for Nonlinear Hyperspectral Unmixing. IGARSS 2018: 4233-4236
Coauthor Index
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