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farnaz.sedighin

Farnaz Sedighin , PhD

Assistant Professor


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  • Phone: 031-37925251
  • Email: farnaz.sedighin@gmail.com
  • Date of birth :
  • CV: FSedighinCV.pdf (194.41 KB)

School :

School of Advanced Technologies in Medicine

Department :

Department of Bioelectrics and Biomedical Engineering

Research Center :

Medical Image and Signal Processing Research Center

work address :

Afarinesh building, Isfahan University of Medical Sciences, Isfahan, Iran

Education :

8/2023–10/2023 Visiting Scientist, RIKEN Center for Advanced Intelligence Projects (AIP), Tensor Learning Team, Tokyo, Japan.

7/2019–2021 Postdoc on Tensor Analysis, Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia.

9/2012–2/2018 Ph.D. on Signal Processing, Sharif University of Technology, Tehran, IRAN.

9/2007–2/2010 M.Sc. on communication, Isfahan University of Technology, Isfahan, IRAN.

9/2003–9/2007 B.Sc. on Electrical Engineering, Isfahan University of Technology, Isfahan, IRAN.

9/1999–9/2003 Diploma in the field of mathematics, Farzanegan Amin highschool (A National Organization for Development of Exceptional Talents (NODET)), Isfahan, IRAN.  

Relevant Work Experience :

2021-Present    Assistant Professor, Medical Image and Signal Processing Research Center, Isfahan University of Medical Sciences, Isfahan, Iran  

2019-2021  Research Scientist, Computational and Data-Intensive Science and Engineering Department, Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia

Professional Memberships & Qualification :

Extra Curricular Activities/ Interest(personal url) :

Grants & Awards :

2015 National Elites foundation academic award.

2016 National Elites foundation academic award.

Patents :

Presentations & Poster Sessions :

-

Research Experience :

Journal Papers:

[1] F. Sedighin, M. Babaie-Zadeh, B. Rivet and C. Jutten, "Multimodal Soft Nonnegative Matrix Co-Factorization for Convolutive Source Separation” IEEE Transactions on Signal Processing, vol. 65, no. 12, pp. 3179-3190, 2017.https://ieeexplore.ieee.org/abstract/document/7874217/

[2] F. Sedighin, A. Cichocki, T.Yokota and Q.Shi, "Matrix and Tensor Completion in Multiway Delay Embedded Transform Using Tensor Train, with Application to Signal Reconstruction" IEEE Signal Processing Letters, pp. 810–814, Apr. 2020.https://ieeexplore.ieee.org/abstract/document/9078764

[3] F. Sedighin, A. Cichocki, A-H. Phan, "Adaptive Rank Selection for Tensor Ring Decomposition", Accepted in IEEE Journal of Selected Topics in Signal Processing, 2021.

[4] F. Sedighin, A. Cichocki "Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition", Frontiers in Artificial Intelligence, vol.4, 2021. 3/4

[5] F. Sedighin "Tensor Ring Based Image Enhancement", to be appeared in Journal of Medical Signals and Sensors, 2024.

[6] F. Sedighin "Tensor Methods in biomedical image analysis", to be appeared in Journal of Medical Signals and Sensors, 2024.  

Research Interests :

Signal and Image Processing

Tensor Decomposition

Tensor Completion

Teaching Experience :

Teaching Interests :