Concepedia

Bikram Koirala

BK

14

Publications

632

Citations

13

H-Index

2018

Active since

Affiliations

University of Antwerp(Current)

Helmholtz Institute Freiberg for Resource Technology

Helmholtz-Zentrum Dresden-Rossendorf

Bikram Koirala is an author at University of Antwerp specializing in engineering, hyperspectral imaging, and machine learning.

Top concepts

EngineeringHyperspectral ImagingRemote SensingMachine LearningEarth ScienceImage AnalysisInverse ProblemsData SciencePattern RecognitionDeep Learning

Publications per year

2018–2024

14

Publications

14

Hyperspectral Unmixing Using Transformer Network

Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 142 citations

Convolutional Neural Network, Engineering, Machine Learning +19

UnDIP: Hyperspectral Unmixing Using Deep Image Prior

Behnood Rasti, Bikram Koirala, Paul Scheunders et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 112 citations

Convolutional Neural Network, Image Analysis, Machine Learning +12

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing

Behnood Rasti, Bikram Koirala, Paul Scheunders et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 86 citations

Convolutional Neural Network, Machine Vision, Machine Learning +14

SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network

Behnood Rasti, Bikram Koirala · IEEE Geoscience and Remote Sensing Letters · 2021 · 57 citations

Non-destructive analysis of plant physiological traits using hyperspectral imaging: A case study on drought stress

Mohd Shahrimie Mohd Asaari, Stien Mertens, Lennart Verbraeken et al. · Computers and Electronics in Agriculture · 2022 · 52 citations

Precision Agriculture, Engineering, Botany +16

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