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TUM School of Computation, Information and Technology
Technical University of Munich

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Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

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04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

02.03.2023

CVPR 2023

We have six papers accepted to CVPR 2023. Check out our publication page for more details.

15.10.2022

NeurIPS 2022

We have two papers accepted to NeurIPS 2022. Check out our publication page for more details.

15.10.2022

WACV 2023

We have two papers accepted at WACV 2023. Check out our publication page for more details.

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Variational Methods in Computer Vision - Tutorial ECCV 2010

Variational Methods in Computer Vision

Tutorial ECCV 2010

Daniel Cremers, Bastian Goldlücke, Thomas Pock

Content

  • Basic concepts of variational methods: variational approach, Euler-Lagrange equations, duality, ...
  • Foundations of convex optimization and convex relaxation techniques
  • Optimal first-order algorithms for convex optimization
  • Variational formulations for classical computer vision problems: image segmentation, optical flow, stereo and multiview reconstruction, ...
  • Relations to discrete optimization and Markov random fields
  • Mumford-Shah and multilabel problems
  • Schedule

    Sunday, 5.9.2010

    9:00 Mathematical Foundations    Bastian Goldlücke
    10:40 Coffee break
    11:00 Continuous Optimization in Computer Vision Thomas Pock
    13:00 Lunch break
    14:00 Variational Methods and Geometric Reconstruction    Daniel Cremers
    15:40 Coffee break
    16:00    The Mumford-Shah Problem in Computer Vision Thomas Pock
    17:00 Vectorial Total Variation and Multilabel Problems Bastian Goldlücke

    Slides

    Complete download (.zip)

    Variational Methods in Computer Vision

    Single chapters (.pdf)

    Mathematical Foundations
    Continuous Optimization in Computer Vision
    Variational Methods and Geometric Reconstruction
    The Mumford-Shah Problem in Computer Vision
    Vectorial Total Variation and Multilabel Problems

    Rechte Seite

    Informatik IX
    Computer Vision Group

    Boltzmannstrasse 3
    85748 Garching info@vision.in.tum.de

    Follow us on:

    News

    04.03.2024

    We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

    18.07.2023

    We have four papers accepted to ICCV 2023. Check out our publication page for more details.

    02.03.2023

    CVPR 2023

    We have six papers accepted to CVPR 2023. Check out our publication page for more details.

    15.10.2022

    NeurIPS 2022

    We have two papers accepted to NeurIPS 2022. Check out our publication page for more details.

    15.10.2022

    WACV 2023

    We have two papers accepted at WACV 2023. Check out our publication page for more details.

    More