Biomedical Imaging Group
Logo EPFL
    • Splines Tutorials
    • Splines Art Gallery
    • Wavelets Tutorials
    • Image denoising
    • ERC project: FUN-SP
    • Sparse Processes - Book Preview
    • ERC project: GlobalBioIm
    • The colored revolution of bioimaging
    • Deconvolution
    • SMLM
    • One-World Seminars: Representer theorems
    • A Unifying Representer Theorem
Follow us on Twitter.
Join our Github.
Masquer le formulaire de recherche
Menu
BIOMEDICAL IMAGING GROUP (BIG)
Laboratoire d'imagerie biomédicale (LIB)
  1. School of Engineering STI
  2. Institute IEM
  3.  LIB
  4.  Student Projects
  • Laboratory
    • Laboratory
    • Laboratory
    • People
    • Jobs and Trainees
    • News
    • Events
    • Seminars
    • Resources (intranet)
    • Twitter
  • Research
    • Research
    • Researchs
    • Research Topics
    • Talks, Tutorials, and Reviews
  • Publications
    • Publications
    • Publications
    • Database of Publications
    • Talks, Tutorials, and Reviews
    • EPFL Infoscience
  • Code
    • Code
    • Code
    • Demos
    • Download Algorithms
    • Github
  • Teaching
    • Teaching
    • Teaching
    • Courses
    • Student projects
  • Splines
    • Teaching
    • Teaching
    • Splines Tutorials
    • Splines Art Gallery
    • Wavelets Tutorials
    • Image denoising
  • Sparsity
    • Teaching
    • Teaching
    • ERC project: FUN-SP
    • Sparse Processes - Book Preview
  • Imaging
    • Teaching
    • Teaching
    • ERC project: GlobalBioIm
    • The colored revolution of bioimaging
    • Deconvolution
    • SMLM
  • Machine Learning
    • Teaching
    • Teaching
    • One-World Seminars: Representer theorems
    • A Unifying Representer Theorem

Students Projects

Proposals  On-Going  Completed  

Building a Theory for Hermite L-splines

Spring 2017
Master Semester Project
Project: 00336

00336
The theory of L-splines is a unifying representation of classical splines relying on differential operators. Recently, we focused on new spline models inspired from Hermite interpolation. Hermite splines differ from their classical counterpart by incorporating information about derivatives (possibly of various orders) at each control point location. We have been able to build several Hermite spline families, but are lacking a global theoretical framework that would comprise them all. The goal of this project is to build a general theory of Hermite L-splines, where L is a suitable differential operator. This implies studying the required properties of the operator, show that the existing Hermite spline families fit in the unifying representation, and derive new families. Strong mathematical interest is required, and knowledge on approximation theory and functional analysis is a plus.
  • Supervisors
  • Julien Fageot, julien.fageot@epfl.ch, 021 693 3701, BM 4.139
  • Michael Unser, michael.unser@epfl.ch, 021 693 51 75, BM 4.136
  • Virginie Uhlmann, virginie.uhlmann@epfl.ch, BM 4.142, Tel: 021 693 1136
  • Laboratory
  • Research
  • Publications
  • Code
  • Teaching
    • Courses
    • Student projects
Logo EPFL, Ecole polytechnique fédérale de Lausanne
Emergencies: +41 21 693 3000 Services and resources Contact Map Webmaster email

Follow EPFL on social media

Follow us on Facebook. Follow us on Twitter. Follow us on Instagram. Follow us on Youtube. Follow us on LinkedIn.
Accessibility Disclaimer Privacy policy

© 2023 EPFL, all rights reserved