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Title Description Supervisors Status
Developpement of an active noise control umbrella SounDDot is a technology recently developed in the laboratory, providing highly directive sound-diffusion. It is based on an array of … Romain Boulandet, Thomas Laurence Finished
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
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
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
Audio Steganography using Convex Demixing Idea : design and implement a method to convey information on an audio stream using steganography with the use of … Johann Paratte Finished
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 … Johann Paratte Finished
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 : … Johann Paratte Finished
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 … Johann Paratte Finished
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 … Johann Paratte Finished
Graph-based Image Inpainting Idea : use a patch-based graph of the image to address the inpainting problem for large missing chunks. Objectives : … Johann Paratte, Nathanaël Perraudin Finished
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 … Johann Paratte Finished
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
Movie Summary Using Dimensionality Reduction Idea : provide a meaningful visual summary of a video sequence in an entirely automatic way. Objectives : finding representative … Johann Paratte Finished
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
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
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 … Johann Paratte Finished
Object Classification using Depth Cameras Idea : tackle object classification tasks based on depth sensor input. Objectives : finding a way to extract meaningful 3D … Johann Paratte Finished
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 … Johann Paratte Finished