Conference papers

2025

Histopathology-based protein multiplex generation using deep learning

S. Andani; B. Chen; J. Ficek-Pascual; S. Heinke; R. Casanova et al. 

Nature Machine Intelligence. 2025. Vol. 7, num. 8, p. 1292 – 1307. DOI : 10.1038/s42256-025-01074-y.

Encryption and Authentication with a Lensless Camera Based on a Programmable Mask

E. Bezzam; M. Vetterli 

2025. 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 2025-06-30 – 2025-07-04. p. 1 – 6. DOI : 10.1109/icme59968.2025.11209541.

Let There Be Light: Robust Lensless Imaging Under External Illumination With Deep Learning

E. Bezzam; S. Peters; M. Vetterli 

2025. ICASSP 2025 – 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, 2025-04-06 – 2025-04-11. p. 1 – 5. DOI : 10.1109/icassp49660.2025.10888030.

Robust, Generalizable, and Reproducible Computational Imaging: A Lensless Perspective

E. Bezzam / M. Vetterli (Dir.)  

Lausanne, EPFL, 2025. 

Computational Imaging: a Multi-Facet Perspective

S. Kashani / M. Vetterli; P. Hurley (Dir.)  

Lausanne, EPFL, 2025. 

Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction

E. Bezzam; Y. Perron; M. Vetterli 

IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING. 2025. Vol. 11, p. 213 – 227. DOI : 10.1109/TCI.2025.3539448.

To Grid or Not To Grid: Atomic Methods for Sparse Inverse Problems

A. T. E. Jarret / M. Vetterli (Dir.)  

Lausanne, EPFL, 2025. 

2024

Evidence for the Higgs Boson Decay to a Z Boson and a Photon at the LHC

G. Aad; B. Abbott; K. Abeling; N. J. Abicht; S. H. Abidi et al. 

Physical Review Letters. 2024. Vol. 132, num. 2, p. 021803. DOI : 10.1103/PhysRevLett.132.021803.

Generalizing Learning-Based Lensless Image Reconstruction to Mask Pattern Changes

E. Bezzam; M. Vetterli 

2024. Computational Optical Sensing and Imaging, Toulouse, France, 2024-07-15 – 2024-07-19. DOI : 10.1364/COSI.2024.CF1A.3.

Reclaiming the Flon Platform identity : a Reconversion of the Entrepôt Fédéral through Art & Craft, and Food Production

L. Caloz 

2024.

A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction

Y. Perron; E. Bezzam; M. Vetterli 

2024. 2024 International Conference on Image Processing, Abu Dhabi, United Arab Emirates, 2024-10-27 – 2024-10-30. p. 3979 – 3985. DOI : 10.1109/ICIP51287.2024.10647433.

Hardware-in-the-loop training for lensless imaging with a programmable mask

E. Bezzam; M. Vetterli 

2024. Computational Optical Imaging and Artificial Intelligence in Biomedical Sciences, San Francisco, United States, 2024-01-27 – 2024-01-29. DOI : 10.1117/12.3021868.

2023

Effectiveness of blue light-emitting glasses for intensive care unit health care workers on night shifts during the COVID-19 pandemic

A-L. Opperhuizen; I. M. J. van Lier; S. L. Hartmeyer; M. P. J. Aarts; J. L. M. L. le Noble 

Intensive Care Medicine. 2023. DOI : 10.1007/s00134-023-07175-9.

Combination of inclusive top-quark pair production cross-section measurements using ATLAS and CMS data at √s=7 and 8 TeV

G. Aad; B. Abbott; D. C. Abbott; A. Abed Abud; K. Abeling et al. 

Journal of High Energy Physics. 2023. num. 7, p. 213. DOI : 10.1007/JHEP07(2023)213.

Lippmann Photography: Past, Present, and Future

A. Latty; A. Hoffet; N. Isaac; P. Prandoni 

2023

Community-Aware Group Testing

P. Nikolopoulos; S. R. Srinivasavaradhan; T. Guo; C. Fragouli; S. N. N. Diggavi 

Ieee Transactions On Information Theory. 2023. Vol. 69, num. 7, p. 4361 – 4383. DOI : 10.1109/TIT.2023.3250119.

Non-volatile data storage medium and system

R. Ricca; Y. Bellouard; M. Vetterli 

WO2023208571.

2023.

LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi

E. Bezzam; S. Kashani; M. Vetterli; M. Simeoni 

2023.

DigiCam: Single-Shot Lensless Sensing with a Low-Cost Programmable Mask

E. Bezzam; M. Vetterli; M. Simeoni 

2023. 3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, Boston, United States, 2023-08-14 – 2023-08-17. DOI : 10.1364/3D.2023.JTu4A.45.

2022

Interactive Digital Engagement With Visual Artworks and Cultural Artefacts Enhances User Aesthetic Experiences in the Laboratory and Museum

D. Jonauskaite; N. Dael; L. Baboulaz; L. Chevre; I. Cierny et al. 

International Journal Of Human-Computer Interaction. 2022. DOI : 10.1080/10447318.2022.2143767.

A simulation tool for building and lighting design considering ipRGC-influenced light responses

M. Gkaintatzi-Masouti; C. Pierson; J. van Duijnhoven; M. Andersen; M. Aarts 

2022. BuildSim Nordic 2022: 10th BuildSim Nordic conference, Copenhagen, Denmark, August 22-24, 2022. DOI : 10.1051/e3sconf/202236201001.

pyFFS: A Python Library for Fast Fourier Series Computation and Interpolation with GPU Acceleration

E. Bezzam; S. Kashani; P. Hurley; M. Vetterli; M. Simeoni 

SIAM Journal on Scientific Computing. 2022. Vol. 44, num. 4, p. C346 – C366. DOI : 10.1137/21M1448641.

Unlabeled Sensing of Multi-Input FRI Signals

T. Koka 

2022.

A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO

A. Jarret; J. Fageot; M. Simeoni 

IEEE Signal Processing Letters. 2022. Vol. 29, p. 637 – 641. DOI : 10.1109/LSP.2022.3149377.

Lippmann Photography: A Signal Processing Perspective

G. Baechler; M. Pacholska; A. Latty; A. Scholefield; M. Vetterli 

Ieee Transactions On Signal Processing. 2022. Vol. 70, p. 3894 – 3905. DOI : 10.1109/TSP.2022.3191473.

LenslessPiCam: A Hardware and Software Platform for Lensless Computational Imaging with a Raspberry Pi

E. Bezzam; S. Kashani; M. Vetterli; M. Simeoni 

2022

Learning rich optical embeddings for privacy-preserving lensless image classification

E. Bezzam; M. Vetterli; M. Simeoni 

2022

Privacy-Enhancing Optical Embeddings for Lensless Classification

E. Bezzam; M. Vetterli; M. Simeoni 

2022

Asynchrony Increases Efficiency: Time Encoding of Videos and Low-Rank Signals

K. Adam; A. Scholefield; M. Vetterli 

Ieee Transactions On Signal Processing. 2022. Vol. 70, p. 105 – 116. DOI : 10.1109/TSP.2021.3133709.

Blind as a Bat: Audible Echolocation on Small Robots

F. Dumbgen; A. Hoffet; M. Kolundzija; A. Scholefield; M. Vetterli 

IEEE Robotics and Automation Letters. 2022.  p. 1 – 8. DOI : 10.1109/LRA.2022.3194669.

Mediating Computational Thinking Through Educational Robotics In Primary School

M. S. D. Chevalier / F. Mondada; B. Baumberger (Dir.)  

Lausanne, EPFL, 2022. 

Three-Dimensional Cubic Barcodes

G. Elhami; A. J. Scholefield; M. Vetterli 

IEEE Transactions on Image Processing. 2022. Vol. 31, p. 3166 – 3181. DOI : 10.1109/TIP.2021.3120049.

Timing is Everything

K. Adam / M. Vetterli; A. J. Scholefield (Dir.)  

Lausanne, EPFL, 2022. 

A Theory of Value for Service Ecosystems

B. H. Kostova / A. Wegmann (Dir.)  

Lausanne, EPFL, 2022. 

2021

Shedding light on 19th century spectra by analyzing Lippmann photography

G. Baechler; A. Latty; M. Pacholska; M. Vetterli; A. J. Scholefield 

Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2021. Vol. 118, num. 17, p. e2008819118. DOI : 10.1073/pnas.2008819118.

Essential Bibliographic: Guide to bibliographic references writing – short version

M. Petrilli; L. E. Grandjean-Perrenoud-Contesse; E. Banfi; M. Panes 

2021.

Essential Bibliographic: Guide de rédaction des références bibliographiques – version courte

M. Petrilli; L. E. Grandjean-Perrenoud-Contesse; E. Banfi; M. Panes 

2021.

Impact Environnemental du Numérique à l’EPFL

M. Hildebrand-Ehrhardt; A. Parreaux-Ey; M. Simeoni 

2021

SiML: Sieved Maximum Likelihood for Array Signal Processing

M. Simeoni; P. Hurley 

2021. 2021 IEEE 46th International Conference on Acoustics, Speech and Signal Processing (ICASSP), Online conference, June 6-11, 2021. p. 4535 – 4539. DOI : 10.1109/ICASSP39728.2021.9414991.

Exploring light exposure of hospital nurses working rapidly rotating shifts in relation to sleepiness and sleep

M. P. J. Aarts; S. L. Hartmeyer; K. Morsink; H. S. M. Kort 

2021. International Hybrid Conference on Carbon Neutral Cities – Energy Efficiency and Renewables in the Digital Era (CISBAT), Lausanne, SWITZERLAND, Septembre 8-10, 2021. DOI : 10.1088/1742-6596/2042/1/012111.

Uncertain Sampling with Certain Priors

G. Elhami / M. Vetterli; A. J. Scholefield (Dir.)  

Lausanne, EPFL, 2021. 

Sampling Geometry and Colour

M. W. Pacholska / M. Vetterli; A. J. Scholefield (Dir.)  

Lausanne, EPFL, 2021. 

How Asynchronous Events Encode Video

K. Adam; A. J. Scholefield; M. Vetterli 

2021. 55th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 31 Oct-3 Nov, 2021. p. 836 – 841. DOI : 10.1109/IEEECONF53345.2021.9723356.

Blind as a bat: spatial perception without sight

F. Dümbgen / M. Vetterli; A. J. Scholefield (Dir.)  

Lausanne, EPFL, 2021. 

2020

Expert recommendation from the Swiss Amyloidosis Network (SAN) for systemic AL-amyloidosis

R. Schwotzer; A. J. Flammer; S. Gerull; T. Pabst; P. Arosio et al. 

Swiss Medical Weekly. 2020. Vol. 150, p. w20364. DOI : 10.4414/smw.2020.20364.

CPGD: Cadzow Plug-and-Play Gradient Descent for Generalised FRI

M. Simeoni; A. G. J. Besson; P. Hurley; M. Vetterli 

IEEE Transactions on Signal Processing. 2020. Vol. 69, p. 42 – 57. DOI : 10.1109/TSP.2020.3041089.

Matrix recovery from bilinear and quadratic measurements

M. Pacholska; A. J. Scholefield; K. Adam; M. Vetterli 

2020

Sparse and Parametric Modeling with Applications to Acoustics and Audio

H. Peic Tukuljac / P. Vandergheynst; H. Lissek (Dir.)  

Lausanne, EPFL, 2020. 

On the assessment of aspheric refractive microlenses

J. Béguelin / T. Scharf (Dir.)  

Lausanne, EPFL, 2020. 

Shapes From Echoes: Uniqueness From Point-to-Plane Distance Matrices

M. Krekovic; I. Dokmanic; M. Vetterli 

Ieee Transactions On Signal Processing. 2020. Vol. 68, p. 2480 – 2498. DOI : 10.1109/TSP.2020.2982780.