Weigert Group

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

Laboratory of Sensory Processing

Prof. Carl Petersen

2-photon microscopy neural activity imaging synaptic activity calcium imaging

Laboratory of Integrated Comfort Engineering

Prof. Dolaana Khovalyg

energy management thermal infrared imaging temperature extraction

Laboratory of Biophysical Chemistry of Macromolecules

Prof. Beat Fierz

Learning Algorithms and Systems Laboratory

Prof. Aude Billard

Laboratory for Biomolecular Modeling

Prof. Matteo Dal Peraro

cryo-EM integrative structural biology molecular modelling

Biological Electron Microscopy Facility

Prof. Graham Knott

TCV – Tokamac Physics

Prof. Christian Theiler

plasma physics tomographic inversion thermonuclear fusion

Laboratory of Behavioral Genetics

Prof. Carmen Sandi

MRI fMRI EEG 1H-MRS

Laboratory of Semiconductor Materials

Prof. Anna Fontcuberta

semiconductor materials nanowires cathodoluminescence imaging SEM TEM

Medical Image Processing Lab

Prof. Dimitri Van de Ville

fMRI ML tools image processing mathematical imaging

Weigert Group

Prof. Martin Weigert

ML tools image analysis digital pathology nuclei segmentation

Visual lntelligence for Transportation

Prof. Alexandre Alahi

ML tools intelligent transport depth estimation autonomous navigation motion forecasting

Chair of Mathematical Data Science

Prof. Emmanuel Abbe

ML tools ML theory information theory

Laboratory of Cognitive Neuroscience

Prof. Olaf Blanke

MRI fMRI virtual reality multisensory processing body perception

Computational Neuroscience and AI

Prof. Alexander Mathis

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

Laboratory of Molecular Microbiology

Prof. Melanie Blokesch

fluorescence microscopy bacterial regulatory networks phase contrast imaging

Laboratory of Applied Photonics Devices

Prof. Christophe Moser

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

Laboratory of Neural Genetics and Disease

Prof. Brian McCabe

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

Environmental Microbiology Laboratory

Prof. Rizlan Bernier-Latmani

Laboratory of Innate Immunity

Prof. Andrea Ablasser

cryo-EM immune response DNA sensing confocal imaging

De Palma Lab

Prof. Michele de Palma

tumor environment micro-CT images tumor segmentation

Earthquake Engineering and Structural Dynamics Laboratory

Prof. Katrin Beyer

3D X-Ray tomography seismic behaviour structure dynamics crack detection stereo vision DIC

Laboratory of Biomaterials for Immunoengineering

Prof. Li Tang

Geographic Information Systems Laboratory

Prof. François Golay

ML tools remote sensing LiDAR spatial analysis geovisualization pattern analysis

Engineering Mechanics of Soft lnterfaces

Prof. John Martin Kolinski

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

Laboratory for Experimental Museology

Prof. Sarah Kenderdine

virtual reality digital humanities interactive scientific visualization media naviguation

Laboratory for Bio- and Nano-Instrumentation

Prof. Georg Fantner

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

Laboratory for Topology and Neuroscience

Prof. Kathryn Hess Bellwald

applied algebraic topology neuronal morphologies

Geodetic Engineering Laboratory

Prof. Bertrand Merminod

image reconstruction remote sensing depth estimation UAV drone mapping position determination

Integrated Circuits Laboratory

Prof. Christian Enz

CMOS image sensors integrated circuits

Electron Spectrometry and Microscopy Laboratory

Prof. Cécile Hébert

ML tools SEM HAADF STEM

Chair of Statistical Data Science

Prof. Sofia Olhede

ML theory mathematical imaging spatial point patterns earth observation

Adaptive Systems Laboratory

Prof. Ali Sayed

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

Machine Learning and Optimization Laboratory

Prof. Martin Jaggi

Image and Visual Representation Laboratory

Prof. Sabine Süsstrunk

Computational X-ray Imaging Laboratory

Prof. Manuel Guizar Sicairos

coherent lensless imaging phase retrieval ptychography tomography X-ray imaging

Lemaître Lab

Prof. Bruno Lemaître

Laboratory of Quantum and Nano-Optics

Prof. Christophe Galland

Laboratory of Synaptic Mechanisms

Prof. Ralf Schneggenburger

Laboratory of Soil Mechanics

Prof. Lyesse Laloui

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

Gönczy Lab

Prof. Pierre Gönczy

developmental biology expansion microscopy fluoresence microscopy

Neuroengineering Laboratory

Prof. Pavan Ramdya

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

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 for Fundamental BioPhotonics

Prof. Sylvie Roke

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

Laboratory of Nanostructures at Surfaces

Prof. Harald Brune

Unsteady Flow Diagnostics Laboratory

Prof. Karen Mulleners

vortex dynamics particle tracking unsteady flows time-resolved PIV

Neural Microcircuitry Laboratory

Prof. Henry Markram

neuroimaging single cell reconstruction voltage-sensitive dyes imaging

Environmental Remote Sensing Laboratory

Prof. Alexis Berne

ML tools remote sensing precipitation dynamics 3D snowflake structure

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

Geometric Computing Laboratory

Prof. Mark Pauly

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

Flexible Structures Laboratory

Prof. Pedro Reis

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

Extreme Environments Research Laboratory

Prof. Julia Schmale

Laboratory for Ultrafast Microscopy and Electron Scattering

Prof. Fabrizio Carbone

TEM cryo-Lorentz microscopy femtosecond laser pulses ultrafast imaging

Laboratory of Optics

Prof. Demetri Psaltis

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

Signal Processing Laboratory 4

Prof. Pascal Frossard

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

Brisken Lab

Prof. Cathrin Brisken

fluorescence microscopy breast cancer digital pathology

Laboratory of Fluid Mechanics and Instabilities

Prof. François Gallaire

Immersive Interaction Group

Prof. Ronan Boulic

Realistic Graphics Lab

Prof. Wenzel Jakob

Computer Vision Lab

Prof. Pascal Fua

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

Signal Processing Laboratory 5

Prof. Jean-Philippe Thiran

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

Swiss Plasma Center

Prof. Ambrogio Fasoli

plasma physics tomographic inversion thermonuclear fusion

Medtronic Chair in Neuroengineering

Prof. Diego Ghezzi

neural implants retinal prosthesis artificial vision

Laboratory of the Physics of Biological Systems

Prof. Sahand Rahi

ML tools 3D brain imaging systems biology yeast segmentation