Keywords:
- active illumination
- artifact removal
- artificial neural network
- Asymmetry
- Compressed sensing
- computational imaging
- deconvolution
- Digital IIR Filters
- Digital IIR Filters
- Fluorescence Microscopy
- Fujisaki Model
- Generative Adversarial Networks
- Heart
- Heartbeat
- Image quality
- Image registration
- image synthesis
- inverse problems
- Light Sheet Fluorescence Microscopy
- live microscopy
- network size
- neural networks
- optical microscopy
- Optical projection tomography
- Periodicity
- Prosody Modelling
- Reconstruction algorithms
- regularizer
- Spatial resolution
- speech synthesis
- Structured illumination
- thermal imaging
- Three dimensional imaging
- X ray computed tomography
- Zebrafish
Publications of François Marelli
2024
| OptoMechanical Modulation Tomography for Ungated Compressive Cardiac Light Sheet Microscopy, and , in: 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, pages 1--4, 2024 |
[DOI] [URL] |
| OptoMechanical Modulation Tomography for Ungated Compressive Cardiac Light Sheet Microscopy, and , in: 2024 IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece, pages 1--4, 2024 |
[DOI] [URL] |
2023
| Efficient compressed sensing reconstruction for 3D fluorescence microscopy using OptoMechanical Modulation Tomography (OMMT) with a 1+2D regularization, and , in: Optics Express, 31(20):31718-31733, 2023 |
[DOI] |
| HyperMixer: An MLP-based Low Cost Alternative to Transformers, , , , , , and , in: Proc. of the 61st Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Toronto, Canada, pages 15632-15654, 2023 |
[DOI] |
| Multi-image deconvolution of thermal images with a boundary condition weighting scheme, , , , and , in: Target and Background Signatures IX, International Society for Optics and Photonics, Amsterdam, pages 149-158, SPIE, 2023 |
[DOI] [URL] |
| PAAQ: Paired Alternating AcQuisitions for Virtual High Frame Rate Multichannel Cardiac Fluorescence Microscopy, , , and , in: Biological Imaging, 3:e20, 2023 |
[DOI] |
| Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy, , EPFL, 2023 |
[DOI] |
2022
| HyperMixer: An MLP-based Green AI Alternative to Transformers, , , , , , and , in: arxiv, 2022 |
| Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration, , , , and , in: Opt. Continuum, 1(12):2577--2589, 2022 |
[DOI] |
2021
| Optics Versus Computation: Influence of Illumination and Reconstruction Model Accuracy in Focal-Plane-Scanning Optical Projection Tomography, and , in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, pages 567-570, IEEE, 2021 |
[DOI] |
| Perspectives and limitations of visible-thermal image pair synthesis via generative adversarial networks, , , , and , in: Security + Defence, Target and Background Signatures VII, Proc. of SPIE, online only, pages 1186509-1--1186509-8, SPIE, 2021 |
[DOI] [URL] |
| Unequivocal cardiac phase sorting from alternating ramp- and pulse-illuminated microscopy image sequences, , , , and , in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pages 868-872, 2021 |
[DOI] [URL] |
2019
| AN END-TO-END NETWORK TO SYNTHESIZE INTONATION USING A GENERALIZED COMMAND RESPONSE MODEL, , , , and , Idiap-RR-05-2019 |
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| An End-to-end Network to Synthesize Intonation Using a Generalized Command Response Model, , , , and , in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, pages 7040-7044, IEEE, 2019 |
[DOI] [URL] |
2018
| Designing second order recurrent neural networks for prosody modelling, , Idiap-RR-16-2018 |
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| Implémentation d'un algorithme de réduction de taille des réseaux de neurones, , Idiap-RR-03-2018 |
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