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

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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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.

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tutorials:eccv2010 [2011/07/14 12:41]
Quirin Lohr created
tutorials:eccv2010 [2012/06/18 15:59] (current)
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-<php> +====== Variational Methods in Computer Vision ====== 
-readfile('/usr/www/html-data/cremers/tutorials/eccv2010/index.html'); + 
-</php>+ 
 +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) ===== 
 + 
 + 
 +  * [[http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010.zip|Variational Methods in Computer Vision]] 
 + 
 +===== Single chapters (.pdf ===== 
 +  
 +  * [[http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010/vmcv_eccv2010_chapter1.pdf|Mathematical Foundations]] 
 +  * [[http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010/vmcv_eccv2010_chapter2.pdf|Continuous Optimization in Computer Vision]] 
 +  * [[http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010/vmcv_eccv2010_chapter3.pdf|Variational Methods and Geometric Reconstruction]] 
 +  * [[http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010/vmcv_eccv2010_chapter4.pdf|The Mumford-Shah Problem in Computer Vision]] 
 +  * [[http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010/vmcv_eccv2010_chapter5.pdf|Vectorial Total Variation and Multilabel Problems]] 

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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