Concepedia

Rob Heylen

RH

25

Publications

1K

Citations

17

H-Index

2006

Active since

Affiliations

University of Antwerp(Current)

iMinds

Shahid Bahonar University of Kerman

University of Florida

Rob Heylen is an author at University of Antwerp specializing in engineering, hyperspectral imaging, and remote sensing.

Top concepts

EngineeringHyperspectral ImagingInverse ProblemsPattern RecognitionRemote SensingImage AnalysisData ScienceComputer VisionSignal ProcessingGeography

Publications per year

2006–2023

25

Publications

25

Fully Constrained Least Squares Spectral Unmixing by Simplex Projection

Rob Heylen, Dževdet Burazerovic, Paul Scheunders · IEEE Transactions on Geoscience and Remote Sensing · 2011 · 196 citations

Engineering, Semidefinite Programming, Unsupervised Machine Learning +17

A Multilinear Mixing Model for Nonlinear Spectral Unmixing

Rob Heylen, Paul Scheunders · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 193 citations

Engineering, Intimate Mixing, Multispectral Imaging +10

Non-Linear Spectral Unmixing by Geodesic Simplex Volume Maximization

Rob Heylen, Dževdet Burazerovic, Paul Scheunders · IEEE Journal of Selected Topics in Signal Processing · 2010 · 113 citations

Numerical Analysis, Engineering, Multispectral Imaging +18

Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding

Zahra Hashemi Nezhad, Azam Karami, Rob Heylen et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 74 citations

Sparse Coding, Sparse Representation, Image Analysis +14

Nonlinear Spectral Unmixing With a Linear Mixture of Intimate Mixtures Model

Rob Heylen, Paul Gader · IEEE Geoscience and Remote Sensing Letters · 2014 · 45 citations

Source Separation, Environmental Monitoring, Engineering +22

Rows per page

1–5 of 25