Title  Description  Supervisors Status ↓
Electroacoustic metamaterials Metamaterials are engineered materials with a sub-wavelength structure that enable extra-ordinary propagation and manipulation of waves. Current developments using electrodynamic ... Hussein Esfahlani Available  More
Harmonic analysis of real-word diffusion processes Whenever network scientists work with real-world diffusion data -attempting for instance to analyse the spreading an opinion in a social ... Andreas Loukas Available  More
Design of a new flat loudspeaker concept The electrodynamic moving-coil loudspeaker, as patented by Kellogg and Rice in 1924, is the most spread electroacoustic diffuser in the ... Hervé Lissek Available  More
Externalization extension in binaural spatialization applications Artificial 3D audio has been a topic of growing and trendy interest in the entertainment industry (e.g. cinema, music ... Gilles André Courtois Available  More
Development of an active guitar board Acoustic guitars are appreciated for their bright and clean ringing sound, combined with a relatively balanced frequency spectrum due to ... Thach Pham Vu Available  More
Development of an active mute for wind instruments Electroacoustic resonators are devices comprising (at least) one electrodynamic loudspeaker and an electronic instrumentation (feedback based on pressure/velocity sensing ... Thach Pham Vu Available  More
Sound absorption of 3D-printed membranes The 3D printer technology represent now a nainstream tool for designing engineering tools that were not (or almost not) possible ... Hervé Lissek Assigned  More
Analyzing songs from the Montreux Jazz festival The Montreux Jazz Festival archive, with its thousands of songs, offers a unique opportunity to discover music. However, the database ... Benjamin Ricaud Assigned  More
Playing with neural network In this project, the student is asked to learn the use of neural networks. First, he will implement a simple ... Nathanaël Perraudin Assigned  More
Capturing the hidden lives of cities Our everyday interactions shape the spirit of the city we live in. That is especially true for the -great- cities ... Andreas Loukas Assigned  More
Fast Graph Clustering We live in a world of data but unfortunately, we still need the tools to exploit all the information that ... Lionel Martin Assigned  More
People Recognition in the Montreux Jazz Festival Archive Idea : Provide an automatic labelling of people in videos using face detection and visual tracking, with application to the Montreux ... Johann Paratte Finished  More
Object Classification using Depth Cameras Idea : tackle object classification tasks based on depth sensor input. Objectives : finding a way to extract meaningful 3D features experimenting ... Johann Paratte Finished  More
Robust Face Detection and Recognition using Depth Cameras Idea : achieve face recognition based on RGB-D cameras. Objectives : creation of a 3D dataset for the learning using RGB face ... Johann Paratte Finished  More
Learning with Hypergraphs In this project the student will inquiries hypergraphs and generalizes the spectral graph theory to this setting. This project is ... Nathanaël Perraudin Finished  More
Distance learning for smooth graph signals In this project, we study a new technique for distance learning on a graph. Traditional distance learning minimizes the distance ... Vassilis Kalofolias, Nathanaël Perraudin Finished  More
Movie Summary Using Dimensionality Reduction Idea : provide a meaningful visual summary of a video sequence in an entirely automatic way. Objectives : finding representative snapshots per ... Johann Paratte Finished  More
Realtime Face Detection and Tracking on Mobile for Anonymization and Privacy Idea : provide selective anonymization of people on video and photographs using face detection and tracking on mobile devices. Objectives : achieve ... Johann Paratte Finished  More
Graph-based Image Inpainting Idea : use a patch-based graph of the image to address the inpainting problem for large missing chunks. Objectives : measure the ... Johann Paratte, Nathanaël Perraudin Finished  More
3D Scene Reconstruction from a Single Movie Idea : provide a scheme to automatically infer the 3D model of the static background in a scene from a single ... Johann Paratte Finished  More
Multi-view Stereo for 3D reconstruction Idea : use state-of-the-art projective geometry techniques to resolve the structure from motion problem and spatial calibration of cameras. Objectives : compute ... Johann Paratte Finished  More
Towards Sparse Scene Geometry Recovery Only Using Mobile Device Idea : recover the geometry of a scene using a mobile device camera with online on-device computation only. Objectives : achieve fast ... Johann Paratte Finished  More
Manifold frame bounds for graph frames The goal of this project is to examinate the properties of a new objet that extends a graph kernel (or ... Johann Paratte, Nathanaël Perraudin, Daniel Kressner Finished  More
Creation and analysis of large social networks, an experiment on the Star Wars universe The goal of this project is to build a social network of the characters appearing in a finite corpus of ... Kirell Benzi, Benjamin Ricaud Finished  More
MNIST classification using deep learning This project consists in a smooth introduction to machine learning and particularly deep learning techniques. The student will first be ... Nauman Shahid, Nathanaël Perraudin Finished  More