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Large amplitude electromagnetic solitons in a fully relativistic magnetized electron-positron-pair plasma

Gadadhar Banerjee , Sayantan Dutta , A. P. Misra
Advances in Space Research, In press, ⟨10.1016/j.asr.2020.07.040⟩
Article dans une revue hal-02611821v1

Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616253⟩
Communication dans un congrès hal-02972150v1

Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework

Sayantan Dutta , Kenule Tuador Nwigbo , Jérôme Michetti , Bertrand Georgeot , Duong-Hung Pham , et al.
31st European Association for Signal Processing Conference (EURASIP 2023), Aalto University, Finland, Sep 2023, Helsinki, Finland. à paraître
Communication dans un congrès hal-04138031v1

Deep Unfolding of Image Denoising by Quantum Interactive Patches

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France. pp.491-495, ⟨10.1109/ICIP46576.2022.9897959⟩
Communication dans un congrès hal-03872295v1
Image document

Novel Prospects of Image Restoration Inspired by Concepts of Quantum Mechanics

Sayantan Dutta
Library and information sciences. Université Paul Sabatier - Toulouse III, 2023. English. ⟨NNT : 2023TOU30002⟩
Thèse tel-04047862v1

Quantum Algorithm for Signal Denoising

Sayantan Dutta , Adrian Basarab , Denis Kouamé , Bertrand Georgeot
IEEE Signal Processing Letters, 2023, 31, pp.156 - 160. ⟨10.1109/LSP.2023.3344071⟩
Article dans une revue hal-04379033v1

Quantum mechanics-based signal and image representation: application to denoising

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
IEEE Open Journal of Signal Processing, 2021, 2, pp.190. ⟨10.1109/OJSP.2021.3067507⟩
Article dans une revue hal-02531313v1

Despeckling Ultrasound Images Using Quantum Many-Body Physics

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
IEEE International Ultrasonics Symposium (IUS 2021), Sep 2021, Xi'an, China. pp.1-4, ⟨10.1109/IUS52206.2021.9593778⟩
Communication dans un congrès hal-03523305v1
Image document

DIVA: Deep Unfolded Network from Quantum Interactive Patches for Image Restoration

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
2023
Pré-publication, Document de travail hal-03920461v1

Image Denoising Inspired by Quantum Many-Body physics

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
IEEE International Conference on Image Processing (ICIP 2021), IEEE, Sep 2021, Anchorage, France. pp.1619-1623, ⟨10.1109/ICIP42928.2021.9506794⟩
Communication dans un congrès hal-03331112v1

Quantum denoising-based super-resolution algorithm applied to dental tomography images

Sayantan Dutta , Kenule Tuador Nwigbo , Jérôme Michetti , Duong-Hung Pham , Bertrand Georgeot , et al.
International Symposium on Biomedical Imaging (ISBI 2022), Mar 2022, Kolkata, India
Communication dans un congrès hal-03522474v1

Adaptive Contrast Enhancement of Cardiac Ultrasound Images using a Deep Unfolded Many-Body Quantum Algorithm

Sayantan Dutta , Bertrand Georgeot , Denis Kouamé , Damien Garcia , Adrian Basarab
IEEE International Ultrasonics Symposium (IUS 2022), IEEE, Oct 2022, Venise, Italy. pp.1-4, ⟨10.1109/IUS54386.2022.9958691⟩
Communication dans un congrès hal-04184261v1

A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
Signal Processing, 2022, 201, pp.108690. ⟨10.1016/j.sigpro.2022.108690⟩
Article dans une revue hal-03495162v1

Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images

Sayantan Dutta , Adrian Basarab , Bertrand Georgeot , Denis Kouamé
IEEE Access, 2021, 9, pp.139771. ⟨10.1109/ACCESS.2021.3118608⟩
Article dans une revue hal-03276414v1
Image document

Automatic Tuning of Denoising Algorithms Parameters without Ground Truth

Arthur Floquet , Sayantan Dutta , Emmanuel Soubies , Duong-Hung Pham , Denis Kouamé , et al.
IEEE Signal Processing Letters, 2024, 31, pp.381 - 385. ⟨10.1109/LSP.2024.3354554⟩
Article dans une revue hal-04344047v1