Bikram Koirala

Orcid: 0000-0002-8887-8197

According to our database1, Bikram Koirala authored at least 31 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Nonlinear Spectral Unmixing Using Bézier Surfaces.
IEEE Trans. Geosci. Remote. Sens., 2024

A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation.
CoRR, 2024

2023
Study on the Potential of Oil Spill Monitoring in a Port Environment Using Optical Reflectance.
Remote. Sens., October, 2023

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures.
CoRR, 2023

Drone-Based Corrosion Detection on High-Voltage Transmission Towers Using Hyperspectral Imaging.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Unmixing Intimate Mixtures Using Bézier Surfaces.
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.
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.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
UnDIP: Hyperspectral Unmixing Using Deep Image Prior.
IEEE Trans. Geosci. Remote. Sens., 2022

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

A Robust Supervised Method for Estimating Soil Moisture Content From Spectral Reflectance.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Unmixing Using Transformer Network.
IEEE Trans. Geosci. Remote. Sens., 2022

SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep Hyperspectral Unmixing using Transformer Network.
CoRR, 2022

Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress.
Comput. Electron. Agric., 2022

Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Deep Blind Unmixing using Minimum Simplex Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Sparse Unmixing using Deep Convolutional Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Robust Supervised Method for Nonlinear Spectral Unmixing Accounting for Endmember Variability.
IEEE Trans. Geosci. Remote. Sens., 2021

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spectral Unmixing Using Deep Convolutional Encoder-Decoder.
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.
IEEE Trans. Geosci. Remote. Sens., 2020

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.
Remote. Sens., 2020

2019
A Supervised Method for Nonlinear Hyperspectral Unmixing.
Remote. Sens., 2019

Fractional Abundance Estimation of Mixed and Compound Materials by Hyperspectral Imaging.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

A Semi-Supervised Method for Nonlinear Hyperspectral Unmixing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
A Neural Network Method for Nonlinear Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018


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