Title  Description ↓ Supervisors Status 
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
Graph-based video analysis Idea : Create similarity graphs from videos with application to movie segmentation and movie signatures. Objectives : design and test similarity measures ... Johann Paratte, Lionel Martin Finished  More
Audio Steganography using Convex Demixing Idea : design and implement a method to convey information on an audio stream using steganography with the use of convex ... Johann Paratte Finished  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
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
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
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
Robust Visual Tracking Using Feature Selection Idea : provide a complete survey of the state-of-the-art algorithms for visual tracking and improve the best-performing algorithm using MLBP and ... Johann Paratte 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
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
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
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
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 Finished  More
De-autotune the music! Autotune is one of the most spread voice effect in the music industry, which consists in modifying, on the fly ... Available  More
All about that bass! Bass music enthusiasts appreciate nothing more than the blast from their subwoofers, expressed as a sustained, powerful low-frequency pitch that ... Benjamin Ricaud Finished  More
Deep Learning for score generation Deep learning has become one of the most important tools in Machine Learning as it has imposed itself as the ... Nathanaël Perraudin, Michaël Defferrard Finished  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 Finished  More
Psychoacoustic comparison of 3D audio rendering In fall 2016, the new building « Under One Roof » will open on the EPFL campus. In this building, an "innovation ... Finished  More
Development of a remote quiet zone demo In many workspaces, low-frequency noises (LFN), as experienced with industrial machinery, electric transformer and air flow machinery, are the most ... Romain Boulandet Available  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
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 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
Stochastic processes on graphs In this project, we study how stochastic processes behave on graph. The main idea is to generate many random signals ... Nathanaël Perraudin, Olivier Lévêque Finished  More
Electromechanical synthesis of boxed loudspeaker Loudspeaker systems are a combination of a driver and an acoustic enclosure, that may present different complexity. The most used ... Etienne Rivet Finished  More
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