| 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 |
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| 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 |
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| 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 |
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| Movie Summary Using Dimensionality Reduction |
Idea : provide a meaningful visual summary of a video sequence in an entirely automatic way.
** Objectives : ** … |
Johann Paratte |
Finished |
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| 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 |
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| 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 |
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| 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 … |
Johann Paratte |
Finished |
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| Object Classification using Depth Cameras |
** Idea : ** tackle object classification tasks based on depth sensor input.
** Objectives : **
finding a way … |
Johann Paratte |
Finished |
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| 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 … |
Johann Paratte |
Finished |
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