Laboratory of Behavioral Genetics

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

Environmental Remote Sensing Laboratory

Prof. Alexis Berne

ML tools remote sensing precipitation dynamics 3D snowflake structure

Swiss Plasma Center

Prof. Ambrogio Fasoli

plasma physics tomographic inversion thermonuclear fusion

Laboratory of Digital Epidemiology

Prof. Marcel Salathé

ML tools network epidemiology food recognition contact tracing

Laboratory of Fluid Mechanics and Instabilities

Prof. François Gallaire

Geographic Information Systems Laboratory

Prof. François Golay

ML tools remote sensing LiDAR spatial analysis geovisualization pattern analysis

Chair of Mathematical Data Science

Prof. Emmanuel Abbe

ML tools ML theory information theory

Laboratory of Psychophysics

Prof. Michael Herzog

electrical neuroimaging MEG EEG visual information processing

Laboratory of Systems Biology and Genetics

Prof. Bart Deplancke

genome organization systems biology spinning disk confocal microscopy

Laboratory of Sensory Processing

Prof. Carl Petersen

2-photon microscopy neural activity imaging synaptic activity calcium imaging

Laboratory for Bio- and Nano-Instrumentation

Prof. Georg Fantner

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

Max Planck-EPFL Nanolab

Prof. Magalí Lingenfelder

Signal Processing Laboratory 2

Prof. Pierre Vandergheynst

Neuroengineering Laboratory

Prof. Pavan Ramdya

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

Realistic Graphics Lab

Prof. Wenzel Jakob

Laboratory of Neural Genetics and Disease

Prof. Brian McCabe

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

Chair of Statistical Data Science

Prof. Sofia Olhede

ML theory mathematical imaging spatial point patterns earth observation

Laboratory of Nanoscale Magnetic Materials and Magnonics

Prof. Dirk Grundler

magnonics nanomagnetism cryo-Lorentz microscopy

Adaptive Systems Laboratory

Prof. Ali Sayed

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

Computational Solid Mechanics Laboratory

Prof. Jean-Francois Molinari

numerical modelling friction and fracture ultrahigh-speed photography optical profilometer SEM DIC

Laboratory for Information and Inference Systems

Prof. Volkan Cevher

Signal Processing Laboratory 5

Prof. Jean-Philippe Thiran

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

Flexible Structures Laboratory

Prof. Pedro Reis

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

Laboratory of Nanoscience for Energy Technologies

Prof. Giulia Tagliabue

Laboratory of Semiconductor Materials

Prof. Anna Fontcuberta

semiconductor materials nanowires cathodoluminescence imaging SEM TEM

Immersive Interaction Group

Prof. Ronan Boulic

Laboratory of Biomaterials for Immunoengineering

Prof. Li Tang

Engineering Mechanics of Soft lnterfaces

Prof. John Martin Kolinski

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

Visual Intelligence and Learning Lab

Prof. Amir Zamir

Advanced Quantum Architecture Lab

Prof. Edoardo Charbon

high-speed optical sensing processing architectures cryogenic electronics LiDAR SPAD

Suter Lab

Prof. David Suter

fluorescence microscopy cellular biology gene regulation cell identity

Environmental Computational Science and Earth Observation Laboratory

Prof. Devis Tuia

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

Geodetic Engineering Laboratory

Prof. Bertrand Merminod

image reconstruction remote sensing depth estimation UAV drone mapping position determination

Image and Visual Representation Laboratory

Prof. Sabine Süsstrunk

Digital Humanities Chair

Prof. Frederic Kaplan

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

Computational X-ray Imaging Laboratory

Prof. Manuel Guizar Sicairos

coherent lensless imaging phase retrieval ptychography tomography X-ray imaging

Laboratory of Molecular Nanodynamics

Prof. Ulrich Lorenz

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

Computational Neuroscience and AI

Prof. Alexander Mathis

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

Laboratory of the Physics of Biological Systems

Prof. Sahand Rahi

ML tools 3D brain imaging systems biology yeast segmentation

Laboratory for Biomolecular Modeling

Prof. Matteo Dal Peraro

cryo-EM integrative structural biology molecular modelling

Laboratory for Nanomaterials Characterisation with Electrons

Prof. Vasiliki Tileli

segmentation nanomaterials tracking of bubbles TEM

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

Lemaître Lab

Prof. Bruno Lemaître

Multimedia Signal Processing Group

Prof. Touradj Ebrahimi

Bionanophotonic Systems Laboratory

Prof. Hatice Altug

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

Neural Microcircuitry Laboratory

Prof. Henry Markram

neuroimaging single cell reconstruction voltage-sensitive dyes imaging

Brisken Lab

Prof. Cathrin Brisken

fluorescence microscopy breast cancer digital pathology

Segmentation Timing and Dynamics Laboratory

Prof. Andrew Oates

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

Laboratory of Soil Mechanics

Prof. Lyesse Laloui

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

Biological Electron Microscopy Facility

Prof. Graham Knott

TCV – Tokamac Physics

Prof. Christian Theiler

plasma physics tomographic inversion thermonuclear fusion

Laboratory for Topology and Neuroscience

Prof. Kathryn Hess Bellwald

applied algebraic topology neuronal morphologies

Laboratory of Biological Electron Microscopy

Prof. Henning Stahlberg

neurodegenerative diseases sample preparation cryo-EM data collection

Gaznat Chair on GeoEnergy

Prof. Brice Lecampion

acoustic imaging geomaterials fracture propagation inverse problems

Plant Ecology Research Laboratory

Prof. Charlotte Grossiord

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

Integrated Circuits Laboratory

Prof. Christian Enz

CMOS image sensors integrated circuits

Laboratory of Quantum and Nano-Optics

Prof. Christophe Galland

Medical Image Processing Lab

Prof. Dimitri Van de Ville

fMRI ML tools image processing mathematical imaging

Laboratory of Intelligent Systems

Prof. Dario Floreano

Extreme Environments Research Laboratory

Prof. Julia Schmale

Computer Vision Lab

Prof. Pascal Fua

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

Laboratory for Fundamental BioPhotonics

Prof. Sylvie Roke

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

Photonic Systems Laboratory

Prof. Camille Brès

Laboratory of Photonic Materials and Fibre Devices

Prof. Fabien Sorin

Constam Lab-Developmental and Cancer Cell Biology

Prof. Daniel Constam

De Palma Lab

Prof. Michele de Palma

tumor environment micro-CT images tumor segmentation

Laboratory of Astrophysics

Prof. Jean-Paul Kneib

Signal Processing Laboratory 4

Prof. Pascal Frossard

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

Laboratory of Cognitive Neuroscience

Prof. Olaf Blanke

MRI fMRI virtual reality multisensory processing body perception

Laboratory of Applied Photonics Devices

Prof. Christophe Moser

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

Weigert Group

Prof. Martin Weigert

ML tools image analysis digital pathology nuclei segmentation

Laboratory of Synaptic Mechanisms

Prof. Ralf Schneggenburger

Imaging Labs 2