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tutorials:eccv2010 [2011/07/14 12:41] Quirin Lohr created |
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- | <php> | + | ====== Variational Methods in Computer Vision ====== |
- | readfile('/usr/www/html-data/ | + | |
- | </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, | ||
+ | * Relations to discrete optimization and Markov random fields | ||
+ | * Mumford-Shah and multilabel problems | ||
+ | |||
+ | ====== Schedule ====== | ||
+ | |||
+ | Sunday, 5.9.2010 | ||
+ | |||
+ | |9: | ||
+ | |10: | ||
+ | |11: | ||
+ | |13: | ||
+ | |14: | ||
+ | |15: | ||
+ | |16:00|The Mumford-Shah Problem in Computer Vision|Thomas Pock| | ||
+ | |17: | ||
+ | |||
+ | ====== Slides ====== | ||
+ | |||
+ | ===== Complete download | ||
+ | |||
+ | |||
+ | * [[http://vision.in.tum.de/old/ | ||
+ | |||
+ | ===== Single chapters (.pdf) ===== | ||
+ | |||
+ | * [[http:// | ||
+ | * [[http:// | ||
+ | * [[http:// | ||
+ | * [[http:// | ||
+ | * [[http:// |