Laboratory of Digital Epidemiology

label-free imaging smart microscopy super-resolution microscopy mesoscopic imaging optical projection tomography quantitative phase imaging nanofluidics AFM EM SMLM

Digital Humanities Chair

Prof. Frederic Kaplan

ML tools digital humanities semantic segmentation historical images content mining document segmentation

Laboratory of Semiconductor Materials

Prof. Anna Fontcuberta

semiconductor materials nanowires cathodoluminescence imaging SEM TEM

Laboratory of Optics

Prof. Demetri Psaltis

label-free imaging ML tools holography optical diffraction tomography cochlear imaging multimode optical fibers

Chair of Statistical Data Science

Prof. Sofia Olhede

ML theory mathematical imaging spatial point patterns earth observation

TCV – Tokamac Physics

Prof. Christian Theiler

plasma physics tomographic inversion thermonuclear fusion

Weigert Group

Prof. Martin Weigert

ML tools image analysis digital pathology nuclei segmentation

Laboratory of Synaptic Mechanisms

Prof. Ralf Schneggenburger

Laboratory for Biomolecular Modeling

Prof. Matteo Dal Peraro

cryo-EM integrative structural biology molecular modelling

Environmental Remote Sensing Laboratory

Prof. Alexis Berne

ML tools remote sensing precipitation dynamics 3D snowflake structure

Geometric Computing Laboratory

Prof. Mark Pauly

Visual lntelligence for Transportation

Prof. Alexandre Alahi

ML tools intelligent transport depth estimation autonomous navigation motion forecasting

Computational Neuroscience and AI

Prof. Alexander Mathis

ML tools ML theory image analysis animal tracking object recognition pose estimation

Flexible Structures Laboratory

Prof. Pedro Reis

3D X-Ray tomography micro-CT scans solid mechanics flexible structures

Laboratory for Experimental Museology

Prof. Sarah Kenderdine

virtual reality digital humanities interactive scientific visualization media naviguation

Environmental Computational Science and Earth Observation Laboratory

Prof. Devis Tuia

ML tools semantic segmentation remote sensing pattern extraction image interpretability wildlife conservation urban studies

Laboratory of Psychophysics

Prof. Michael Herzog

electrical neuroimaging MEG EEG visual information processing

Laboratory of Biomaterials for Immunoengineering

Prof. Li Tang

Medtronic Chair in Neuroengineering

Prof. Diego Ghezzi

neural implants retinal prosthesis artificial vision

Biological Electron Microscopy Facility

Prof. Graham Knott

Laboratory for Topology and Neuroscience

Prof. Kathryn Hess Bellwald

applied algebraic topology neuronal morphologies

Signal Processing Laboratory 2

Prof. Pierre Vandergheynst

Biomedical Imaging Group

Prof. Michael Unser

MRI ML tools ML theory super-resolution microscopy image processing cryo-EM optical imaging image reconstruction mathematical imaging

Geodetic Engineering Laboratory

Prof. Bertrand Merminod

image reconstruction remote sensing depth estimation UAV drone mapping position determination

Laboratory for Fundamental BioPhotonics

Prof. Sylvie Roke

label-free imaging nonlinear light scattering water characterization 2-photon imaging

Swiss Plasma Center

Prof. Ambrogio Fasoli

plasma physics tomographic inversion thermonuclear fusion

Laboratory of Molecular Microbiology

Prof. Melanie Blokesch

fluorescence microscopy bacterial regulatory networks phase contrast imaging

Constam Lab-Developmental and Cancer Cell Biology

Prof. Daniel Constam

Visual Intelligence and Learning Lab

Prof. Amir Zamir

Medical Image Processing Lab

Prof. Dimitri Van de Ville

fMRI ML tools image processing mathematical imaging

Advanced Quantum Architecture Lab

Prof. Edoardo Charbon

high-speed optical sensing processing architectures cryogenic electronics LiDAR SPAD

Neuroengineering Laboratory

Prof. Pavan Ramdya

image analysis drosophilia locomotion 2-photon microscopy neural activity imaging computational models limb tracking ML tools

De Palma Lab

Prof. Michele de Palma

tumor environment micro-CT images tumor segmentation

Audiovisual Communications Laboratory

Prof. Martin Vetterli

image processing mathematical imaging source localization interferometric imaging acoustic imaging

Gönczy Lab

Prof. Pierre Gönczy

developmental biology expansion microscopy fluoresence microscopy

Hummel Lab

Prof. Friedhelm Hummel

fMRI EEG cognitive rehabilitation DTI transcranial magnetic stimulation

Laboratory for Information and Inference Systems

Prof. Volkan Cevher

Plant Ecology Research Laboratory

Prof. Charlotte Grossiord

plant ecology 3D X-Ray tomography micro-CT scans segmentation of plant roots

Laboratory of Nanoscale Magnetic Materials and Magnonics

Prof. Dirk Grundler

magnonics nanomagnetism cryo-Lorentz microscopy

Laboratory of Soil Mechanics

Prof. Lyesse Laloui

3D X-Ray tomography micro-CT scans crack detection soil mechanics

Engineering Mechanics of Soft lnterfaces

Prof. John Martin Kolinski

high-speed imaging particle tracking soft matter interface fluid mechanics interferometry virtual frame technique FTIR

Learning Algorithms and Systems Laboratory

Prof. Aude Billard

Ecological Engineering Laboratory

Prof. Andrew Barry

Electron Spectrometry and Microscopy Laboratory

Prof. Cécile Hébert

ML tools SEM HAADF STEM

Suter Lab

Prof. David Suter

fluorescence microscopy cellular biology gene regulation cell identity

Persat Lab

Prof. Alexandre Persat

confocal imaging mechanomicrobiology interferometric scattering

Laboratory of Sensory Processing

Prof. Carl Petersen

2-photon microscopy neural activity imaging synaptic activity calcium imaging

Machine Learning and Optimization Laboratory

Prof. Martin Jaggi

Adaptive Systems Laboratory

Prof. Ali Sayed

ML tools ML theory distributed processing decentralized learning functional connectivity hyperspectral images

Laboratory of Biological Electron Microscopy

Prof. Henning Stahlberg

neurodegenerative diseases sample preparation cryo-EM data collection

Signal Processing Laboratory 4

Prof. Pascal Frossard

ML tools ML theory image analysis digital pathology robustness of neural networks graph signal processing

Bionanophotonic Systems Laboratory

Prof. Hatice Altug

optical biosensors biomarkers cancer diagnostics low-cost sensing devices single-wavelength imaging nanophotonics

Signal Processing Laboratory 5

Prof. Jean-Philippe Thiran

ML tools ML theory image analysis image reconstruction ultrasound imaging diffusion MRI

Laboratory of Microbiology and Microtechnology

Prof. John McKinney

fluorescence microscopy bacterial mechanics

Unsteady Flow Diagnostics Laboratory

Prof. Karen Mulleners

vortex dynamics particle tracking unsteady flows time-resolved PIV

Laboratory for Bio- and Nano-Instrumentation

Prof. Georg Fantner

super-resolution microscopy open hardware nanoscale biology high-speed imaging nanoprobes MEMS AFM STM

Laboratory of Quantum and Nano-Optics

Prof. Christophe Galland

Laboratory of Cognitive Neuroscience

Prof. Olaf Blanke

MRI fMRI virtual reality multisensory processing body perception

Laboratory of Astrophysics

Prof. Jean-Paul Kneib

Segmentation Timing and Dynamics Laboratory

Prof. Andrew Oates

developmental biology smart microscopy open hardware light-sheet microscopy oscillatory dynamics

Laboratory of Biophysical Chemistry of Macromolecules

Prof. Beat Fierz

Environmental Microbiology Laboratory

Prof. Rizlan Bernier-Latmani

Imaging Labs 2