Ministry of Education
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Dr Nair Pravin

vidwan id: 611972
Male

Assistant Professor (Grade-II), Department of Electrical Engineering
Indian Institute of Technology Madras

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Expertise

  • Electrical and Electronic Engineering

Publications

Total Articles 15
Books 0
Proceedings 0

Publications

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Scopus

Citations 220
h-index 9

CrossRef

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Citations 175
h-index 7
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Professional Recognition

2023

Best Ph.D Thesis

Indian institute of Science
2023

Samsung Excellence Super Tech

Samsung Research Institute, Bangalore
2018

Leadership Award

IEEE, IISc, Bangalore

Community & Membership

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Bio

Optimization, Image Processing, and Computer Vision, Machine Learning, Deep Learning, and Real Analysis. Creating AI solutions for video restoration that are both real-time and energy-efficient. Enhancing the computational efficiency of diffusion models through rigorous mathematical analysis

Personal Details

  • Male
  • Assistant Professor (Grade-II) , Indian Institute of Technology Madras
  • Room.no. 607, ESB Road, Indian Institute Of Technology, Madras,
Ph.D
Other Institute 2022
M.Sc.
Other Institute 2018
B.Tech
Amrita School of Engineering, Coimbatore 2011
Assistant Professor (Grade-II) Jun 2024 – Present
Indian Institute of Technology Madras | Department of Electrical Engineering

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Scholarly Work

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Scholarly Publications

CONVERGENT PLUG-AND-PLAY USING CONTRACTIVE DENOISERS

Open Access
Conference Paper
Year: 2024. Pages: 6910-6914 .
Authors: Nair P.;Chaudhury K.N.
DOI 10.1109/ICASSP48485.2024.10447001

Hyperspectral Fusion Using Weighted Nonlocal Vector Total Variation

Open Access
Article
IEEE Geoscience and Remote Sensing Letters. Year: 2022. Volume: 19 .
Authors: Unni V.S.;Nair P.;Chaudhury K.N.
DOI 10.1109/LGRS.2022.3215281
1 1

Guided Nonlocal Patch Regularization and Efficient Filtering-Based Inversion for Multiband Fusion

Open Access
Article
IEEE Transactions on Computational Imaging. Year: 2022. Volume: 8 , Pages: 1012-1024 .
Authors: Unni V.S.;Nair P.;Chaudhury K.N.
DOI 10.1109/TCI.2022.3214149

Plug-and-Play Regularization Using Linear Solvers

Open Access
Article
IEEE Transactions on Image Processing. Year: 2022. Volume: 31 , Pages: 6344-6355 .
Authors: Nair P.;Chaudhury K.N.
DOI 10.1109/TIP.2022.3211473
5 7

Fixed-Point and Objective Convergence of Plug-and-Play Algorithms

Open Access
Article
IEEE Transactions on Computational Imaging. Year: 2021. Volume: 7 , Pages: 337-348 .
Authors: Nair P.;Gavaskar R.G.;Chaudhury K.N.
DOI 10.1109/TCI.2021.3066053
34 37

Compressive Adaptive Bilateral Filtering

Open Access
Conference Paper
Year: 2020. Volume: 2020-May , Pages: 2078-2082 .
Authors: Nair P.;Gavaskar R.G.;Chaudhury K.N.
DOI 10.1109/ICASSP40776.2020.9053275
5 9

Plug-And-Play Registration and Fusion

Open Access
Conference Paper
Year: 2020. Volume: 2020-October , Pages: 2546-2550 .
Authors: Unni V.S.;Nair P.;Chaudhury K.N.
DOI 10.1109/ICIP40778.2020.9190847
2 3