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ORCIDSayantan Dutta
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2020 – today
- 2026
[j8]Sayantan Dutta
, Jyothsnavi Kuppili, Indrajit Chakrabarti:
Design of Approximate CNN-Based Convolutional Modules of Efficient Accelerators for Edge Devices. IEEE Access 14: 29161-29182 (2026)- 2024
- [j7]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
DIVA: Deep unfolded network from quantum interactive patches for image restoration. Pattern Recognit. 155: 110676 (2024) - [j6]Sayantan Dutta, Adrian Basarab, Denis Kouamé, Bertrand Georgeot:
Quantum Algorithm for Signal Denoising. IEEE Signal Process. Lett. 31: 156-160 (2024) - [j5]Arthur Floquet, Sayantan Dutta, Emmanuel Soubies, Duong-Hung Pham, Denis Kouame:
Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth. IEEE Signal Process. Lett. 31: 381-385 (2024) - [j4]Sayantan Dutta, Jonathan Mamou:
A Quantum Denoising-Based Resolution Enhancement Framework for 250-MHz and 500-MHz Quantitative Acoustic Microscopy. IEEE Trans. Computational Imaging 10: 1489-1504 (2024) - [c7]Sayantan Dutta, Bertrand Georgeot, Jérôme Michetti, Adrian Basarab, Denis Kouamé:
Unsupervised Physics-Inspired Deep Learning Network with Application to Dental Computed Tomography Image Restoration. ISBI 2024: 1-5 - [c6]Sayantan Dutta, Jonathan Mamou:
A Quantum Denoising-Based Red Framework for 250-Mhz & 500-Mhz Quantitative Acoustic-Microscopy Resolution Enhancement. ISBI 2024: 1-5 - [d1]Sayantan Dutta:
Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury. IEEE DataPort, 2024
- 2023
- [c5]Sayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Denis Kouamé, Adrian Basarab:
Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework. EUSIPCO 2023: 845-849 - 2022
- [j3]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory. Signal Process. 201: 108690 (2022) - [c4]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
Deep Unfolding of Image Denoising by Quantum Interactive Patches. ICIP 2022: 491-495 - [c3]Sayantan Dutta, Nwigbo Kenule Tuador, Jérôme Michetti, Bertrand Georgeot, Duong-Hung Pham, Adrian Basarab, Denis Kouamé:
Quantum Denoising-Based Super-Resolution Algorithm Applied to Dental Tomography Images. ISBI 2022: 1-4 - 2021
- [j2]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images. IEEE Access 9: 139771-139791 (2021) - [j1]Sayantan Dutta, Aleena L. Patel, Shannon E. Keenan, Stanislav Y. Shvartsman:
From complex datasets to predictive models of embryonic development. Nat. Comput. Sci. 1(8): 516-520 (2021) - [c2]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme. EUSIPCO 2021: 646-650 - [c1]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
Image Denoising Inspired by Quantum Many-Body physics. ICIP 2021: 1619-1623 - [i1]Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé:
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory. CoRR abs/2112.09254 (2021)
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