Concepedia

Charilaos I. Kanatsoulis

CI

8

Publications

433

Citations

8

H-Index

2018

Active since

Affiliations

University of Minnesota(Current)

University of Virginia

Oregon State University

Chinese University of Hong Kong

Charilaos I. Kanatsoulis is an author at University of Minnesota specializing in engineering, data science, and inverse problems.

Top concepts

EngineeringData ScienceImage AnalysisComputer VisionInverse ProblemsStatisticsDeep LearningRemote SensingComputer ScienceMachine Learning

Publications per year

2018–2024

8

Publications

8

Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach

Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos et al. · IEEE Transactions on Signal Processing · 2018 · 213 citations · Full text

Tensor Completion From Regular Sub-Nyquist Samples

Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos et al. · IEEE Transactions on Signal Processing · 2019 · 56 citations · Full text

Generalized Canonical Correlation Analysis: A Subspace Intersection Approach

Mikael Sørensen, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos · IEEE Transactions on Signal Processing · 2021 · 44 citations · Full text

Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data

Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos et al. · IEEE Transactions on Signal Processing · 2018 · 39 citations · Full text

Engineering, Machine Learning, Multiset Data Analysis +21

Hyperspectral Super-Resolution Via Coupled Tensor Factorization: Identifiability and Algorithms

Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos et al. · 2018 · 26 citations

Super-resolution Imaging, Computer Vision, Image Analysis +15

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