Title  Description  Supervisors Status ↓
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
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
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