Sayantan Dutta

16 papers B 2Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Design of Approximate CNN-Based Convolutional Modules of Efficient Accelerators for Edge Devices.
IEEE Access
Sayantan Dutta, Jyothsnavi Kuppili, Indrajit Chakrabarti
2024 — conf
A Quantum Denoising-Based Red Framework for 250-Mhz & 500-Mhz Quantitative Acoustic-Microscopy Resolution Enhancement.
ISBI
Sayantan Dutta, Jonathan Mamou
2024 J jnl
A Quantum Denoising-Based Resolution Enhancement Framework for 250-MHz and 500-MHz Quantitative Acoustic Microscopy.
IEEE Trans. Computational Imaging
Sayantan Dutta, Jonathan Mamou
2024 J jnl
Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth.
IEEE Signal Process. Lett.
Arthur Floquet, Sayantan Dutta, Emmanuel Soubies, Duong-Hung Pham, Denis Kouame
2024 J jnl
DIVA: Deep unfolded network from quantum interactive patches for image restoration.
Pattern Recognit.
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé
2024 J jnl
Quantum Algorithm for Signal Denoising.
IEEE Signal Process. Lett.
Sayantan Dutta, Adrian Basarab, Denis Kouamé, Bertrand Georgeot
2024 — conf
Unsupervised Physics-Inspired Deep Learning Network with Application to Dental Computed Tomography Image Restoration.
ISBI
Sayantan Dutta, Bertrand Georgeot, Jérôme Michetti, Adrian Basarab, Denis Kouamé
2023 — conf
Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework.
EUSIPCO
Sayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Denis Kouamé, Adrian Basarab
2022 J jnl
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory.
Signal Process.
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé
2022 B conf
Deep Unfolding of Image Denoising by Quantum Interactive Patches.
ICIP
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé
2022 — conf
Quantum Denoising-Based Super-Resolution Algorithm Applied to Dental Tomography Images.
ISBI
Sayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Adrian Basarab, Denis Kouamé
2021 J jnl
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory.
CoRR
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé
2021 J jnl
From complex datasets to predictive models of embryonic development.
Nat. Comput. Sci.
Sayantan Dutta, Aleena L. Patel, Shannon E. Keenan, Stanislav Y. Shvartsman
2021 B conf
Image Denoising Inspired by Quantum Many-Body physics.
ICIP
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé
2021 J jnl
Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images.
IEEE Access
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé
2021 — conf
Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme.
EUSIPCO
Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé