Concepedia

Farnaz Sedighin

FS

5

Publications

121

Citations

5

H-Index

2016

Active since

Affiliations

Systems Research Institute(Current)

Skolkovo Institute of Science and Technology

Isfahan University of Medical Sciences

Université Grenoble Alpes

GIPSA-Lab

Farnaz Sedighin is an author at Systems Research Institute specializing in engineering, signal processing, and image analysis.

Top concepts

EngineeringSignal ProcessingImage AnalysisComputer ScienceData ScienceInverse ProblemsMachine LearningSpeech ProcessingSpeech SeparationSpeech Recognition

Publications per year

2016–2021

5

Publications

5

Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction

Farnaz Sedighin, Andrzej Cichocki, Tatsuya Yokota et al. · IEEE Signal Processing Letters · 2020 · 43 citations

Image Analysis, Engineering, Space-time Processing +12

Adaptive Rank Selection for Tensor Ring Decomposition

Farnaz Sedighin, Andrzej Cichocki, Anh Huy Phan · IEEE Journal of Selected Topics in Signal Processing · 2021 · 34 citations

Mathematical Programming, Low-rank Approximation, Tensor Train +10

Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition

Farnaz Sedighin, Andrzej Cichocki · Frontiers in Artificial Intelligence · 2021 · 16 citations · Full text

Tensor Ring, Engineering, Machine Learning +19

Two multimodal approaches for single microphone source separation

Farnaz Sedighin, Massoud Babaie‐Zadeh, Bertrand Rivet et al. · 2016 · 15 citations

Multimodal Approaches, Source Separation, Engineering +11

Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation

Farnaz Sedighin, Massoud Babaie‐Zadeh, Bertrand Rivet et al. · IEEE Transactions on Signal Processing · 2017 · 13 citations · Full text

Source Separation, Penalty Terms, Image Analysis +13

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