Publications by Xavier Bresson

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

A new generation of optical devices that generate images covering a larger part of the field of view than conventional cameras, namely catadioptric cameras, is slowly emerging. These omnidirectional images will most probably deeply impact computer vision i ...

We propose a compressive sensing algorithm that exploits geometric properties of images to recover images of high quality from few measurements. The image reconstruction is done by iterating the two following steps: 1) estimation of normal vectors of the i ...

The problem of finding the missing values of a matrix given a few of its entries, called matrix completion, has gathered a lot of attention in the recent years. Al- though the problem under the standard low rank assumption is NP-hard, Cande`s and Recht sho ...

Xavier Bresson

Chat with Graph Search

Scale-space analysis and active contours for omnidirectional images

Enhanced Compressed Sensing Recovery with Level Set Normals

Matrix Completion on Graphs

Mapping resting-state dynamics on spatio-temporal graphs: a combined functional and diffusion MRI approach

Registration of Multiple Regions Derived from the Optical Flow Model and the Active Contour Framework

A level set method for segmentation of the thalamus and its nuclei in DT-MRI