Weigert Group

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

Learning Algorithms and Systems Laboratory

Prof. Aude Billard

Extreme Environments Research Laboratory

Prof. Julia Schmale

Laboratory for Information and Inference Systems

Prof. Volkan Cevher

Laboratory of Semiconductor Materials

Prof. Anna Fontcuberta

semiconductor materials nanowires cathodoluminescence imaging SEM TEM

Laboratory for Fundamental BioPhotonics

Prof. Sylvie Roke

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

Laboratory of Sensory Processing

Prof. Carl Petersen

2-photon microscopy neural activity imaging synaptic activity calcium imaging

Flexible Structures Laboratory

Prof. Pedro Reis

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

Laboratory of Molecular Microbiology

Prof. Melanie Blokesch

fluorescence microscopy bacterial regulatory networks phase contrast imaging

Medtronic Chair in Neuroengineering

Prof. Diego Ghezzi

neural implants retinal prosthesis artificial vision

Signal Processing Laboratory 2

Prof. Pierre Vandergheynst

Max Planck-EPFL Nanolab

Prof. Magalí Lingenfelder

Ecological Engineering Laboratory

Prof. Andrew Barry

Plant Ecology Research Laboratory

Prof. Charlotte Grossiord

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

Computer Vision Lab

Prof. Pascal Fua

ML tools ML theory image analysis detection in cryo-EM human tracking features extraction

Biological Electron Microscopy Facility

Prof. Graham Knott

Audiovisual Communications Laboratory

Prof. Martin Vetterli

image processing mathematical imaging source localization interferometric imaging acoustic imaging

Computational Neuroscience and AI

Prof. Alexander Mathis

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

Visual lntelligence for Transportation

Prof. Alexandre Alahi

ML tools intelligent transport depth estimation autonomous navigation motion forecasting

Laboratory of Cognitive Neuroscience

Prof. Olaf Blanke

MRI fMRI virtual reality multisensory processing body perception

Gaznat Chair on GeoEnergy

Prof. Brice Lecampion

acoustic imaging geomaterials fracture propagation inverse problems

Digital Humanities Chair

Prof. Frederic Kaplan

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

Laboratory of Neural Genetics and Disease

Prof. Brian McCabe

neurodegenerative diseases smart microscopy motor neuroscience automated lightsheet microscopy functional imaging infrared imaging CLEM

Visual Intelligence and Learning Lab

Prof. Amir Zamir

Laboratory for Nanomaterials Characterisation with Electrons

Prof. Vasiliki Tileli

segmentation nanomaterials tracking of bubbles TEM

Brisken Lab

Prof. Cathrin Brisken

fluorescence microscopy breast cancer digital pathology

Suter Lab

Prof. David Suter

fluorescence microscopy cellular biology gene regulation cell identity

Segmentation Timing and Dynamics Laboratory

Prof. Andrew Oates

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

Chair of Mathematical Data Science

Prof. Emmanuel Abbe

ML tools ML theory information theory

Laboratory of Applied Photonics Devices

Prof. Christophe Moser

ML tools photonics devices optical phase imaging retinal imaging multimode optical fiber imaging digital optics

Electron Spectrometry and Microscopy Laboratory

Prof. Cécile Hébert

ML tools SEM HAADF STEM

Laboratory of Biophysical Chemistry of Macromolecules

Prof. Beat Fierz

De Palma Lab

Prof. Michele de Palma

tumor environment micro-CT images tumor segmentation

Laboratory of Nanostructures at Surfaces

Prof. Harald Brune

Machine Learning and Optimization Laboratory

Prof. Martin Jaggi

Lemaître Lab

Prof. Bruno Lemaître

Laboratory for Experimental Museology

Prof. Sarah Kenderdine

virtual reality digital humanities interactive scientific visualization media naviguation

Laboratory of Nanoscale Magnetic Materials and Magnonics

Prof. Dirk Grundler

magnonics nanomagnetism cryo-Lorentz microscopy

Signal Processing Laboratory 5

Prof. Jean-Philippe Thiran

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

Environmental Remote Sensing Laboratory

Prof. Alexis Berne

ML tools remote sensing precipitation dynamics 3D snowflake structure

Laboratory of Synaptic Mechanisms

Prof. Ralf Schneggenburger

Laboratory of Psychophysics

Prof. Michael Herzog

electrical neuroimaging MEG EEG visual information processing

Laboratory of Nanoscience for Energy Technologies

Prof. Giulia Tagliabue

Multimedia Signal Processing Group

Prof. Touradj Ebrahimi

Biomedical Imaging Group

Prof. Michael Unser

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

Laboratory of Biomaterials for Immunoengineering

Prof. Li Tang

Environmental Microbiology Laboratory

Prof. Rizlan Bernier-Latmani

Gönczy Lab

Prof. Pierre Gönczy

developmental biology expansion microscopy fluoresence microscopy

Composite Construction Laboratory

Prof. Anastasios Vassilopoulos

advanced composite materials fractography analysis DIC

Neural Microcircuitry Laboratory

Prof. Henry Markram

neuroimaging single cell reconstruction voltage-sensitive dyes imaging

Laboratory of Soil Mechanics

Prof. Lyesse Laloui

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

Unsteady Flow Diagnostics Laboratory

Prof. Karen Mulleners

vortex dynamics particle tracking unsteady flows time-resolved PIV

Geometric Computing Laboratory

Prof. Mark Pauly

TCV – Tokamac Physics

Prof. Christian Theiler

plasma physics tomographic inversion thermonuclear fusion

Laboratory of Adaptative Motor Control

Prof. Mackenzie Mathis

ML tools ML theory image analysis animal tracking object recognition pose estimation system neuroscience smart microscopy adaptative behaviour

Laboratory of Molecular Nanodynamics

Prof. Ulrich Lorenz

cryo-EM time-resolved EM ultrafast TEM revitrification electron pulses

Immersive Interaction Group

Prof. Ronan Boulic

Laboratory of the Physics of Biological Systems

Prof. Sahand Rahi

ML tools 3D brain imaging systems biology yeast segmentation

Laboratory of Intelligent Systems

Prof. Dario Floreano

Medical Image Processing Lab

Prof. Dimitri Van de Ville

fMRI ML tools image processing mathematical imaging

Laboratory of Behavioral Genetics

Prof. Carmen Sandi

MRI fMRI EEG 1H-MRS

Laboratory of Functional and Metabolic Imaging

Prof. Rolf Gruetter

MRI in-vivo neurochemistry multinuclear spin physics metabolic imaging MR spectroscopy

Persat Lab

Prof. Alexandre Persat

confocal imaging mechanomicrobiology interferometric scattering

Laboratory of Quantum and Nano-Optics

Prof. Christophe Galland

Weigert Group

Prof. Martin Weigert

ML tools image analysis digital pathology nuclei segmentation

Chair of Statistical Data Science

Prof. Sofia Olhede

ML theory mathematical imaging spatial point patterns earth observation

Signal Processing Laboratory 4

Prof. Pascal Frossard

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

Advanced Quantum Architecture Lab

Prof. Edoardo Charbon

high-speed optical sensing processing architectures cryogenic electronics LiDAR SPAD

Realistic Graphics Lab

Prof. Wenzel Jakob

Laboratory of Innate Immunity

Prof. Andrea Ablasser

cryo-EM immune response DNA sensing confocal imaging

Imaging Labs 2