Publication
Multimodal Signal Processing: Methods and Techniques to Build Multimodal Interactive Systems
Related publications (83)
From Nano to Macro An overview of the IEEE Bio Image and Signal Processing Technical Committee
Michaël Unser, Dimitri Nestor Alice Van De Ville, Michael Stefan Daniel Liebling
The Bio Image and Signal Processing (BISP) Technical Committee (TC) of the IEEE Signal Processing Society (SPS) promotes activities within the broad technical field of biomedical image and signal processing. Areas of interest include medical and biological ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2023Lippmann Photography: A Signal Processing Perspective
Martin Vetterli, Arnaud Latty, Adam James Scholefield, Gilles Baechler, Michalina Wanda Pacholska
Lippmann (or interferential) photography is the first and only analog photography method that can capture the full color spectrum of a scene in a single take. This technique, invented more than a hundred years ago, records the colors by creating interferen ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2022Large evanescently-induced Brillouin scattering at the surrounding of a nanofibre
Luc Thévenaz, Li Zhang, Flavien Gyger
Brillouin scattering has been widely exploited for advanced photonics functionalities such as microwave photonics, signal processing, sensing, lasing, and more recently in micro- and nano-photonic waveguides. Most of the works have focused on the opto-acou ...
2022Lecture Slides: Mathematical Foundations of Signal Processing
Matthieu Martin Jean-André Simeoni
Signal processing tools are presented from an intuitive geometric point of view which is at the heart of all modern signal processing techniques. The student will develop the mathematical depth and rigour needed for the study of advanced topics in signal p ...
2021Characterization of Real-World Power System Signals in Non-Stationary Conditions using a Dictionary Approach
Mario Paolone, Asja Derviskadic, Guglielmo Frigo, Alexandra Cameron Karpilow
As power grids transition towards low-inertia net-works based on converter-interfaced renewable energy resources, they become increasingly vulnerable to extreme dynamics. Currently, the most advanced methods for signal processing in power systems are embed ...
IEEE2021DiffuserCam Project
William Cappelletti, Jonathan Philippe Reymond, Matteo Pariset
We test the reconstruction power of a lensless cam- era on a custom dataset. We define a linear inverse problem on the raw image, based on a PSF estimation of the the sensing device and the actual captures. We implement various regularizations to enforce s ...
2021Graph Signal Processing for Machine Learning: A Review and New Perspectives
Pascal Frossard, Michael Bronstein, Laura Toni, Xiaowen Dong
The effective representation, processing, analysis, and visualization of large-scale structured data, especially those related to complex domains, such as networks and graphs, are one of the key questions in modern machine learning. Graph signal processing ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2020Topological optomechanically induced transparency
Romain Christophe Rémy Fleury, Farzad Zangeneh Nejad
The interaction of optical and mechanical degrees of freedom can lead to several interesting effects. A prominent example is the phenomenon of optomechanically induced transparency (OMIT), in which mechanical movements induce a narrow transparency window i ...
2020AlpsNMR: an R package for signal processing of fully untargeted NMR-based metabolomics
José Luis Abelleira Fernández, Sofia Moco
aSummary: Nuclear magnetic resonance (NMR)-based metabolomics is widely used to obtain metabolic fingerprints of biological systems. While targeted workflows require previous knowledge of metabolites, prior to statistical analysis, untargeted approaches re ...
OXFORD UNIV PRESS2020Analog signal processing with topological metamaterials
Originally discovered in condensed matter systems, topological insulators (TIs) have been ubiquitously extended to various fields of classical wave physics including photonics, phononics, acoustics, mechanics, and microwaves. In the bulk, like any other in ...
EPFL2020