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Titlebook: Efficient Algorithms for Global Optimization Methods in Computer Vision; International Dagstu Andrés Bruhn,Thomas Pock,Xue-Cheng Tai Confer

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发表于 2025-3-21 17:23:05 | 显示全部楼层 |阅读模式
书目名称Efficient Algorithms for Global Optimization Methods in Computer Vision
副标题International Dagstu
编辑Andrés Bruhn,Thomas Pock,Xue-Cheng Tai
视频video
概述Discusses recent advances and challenges in the design and the solution of global optimization methods applied in computer vision for fundamental problems such as stereo reconstruction, image restorat
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Efficient Algorithms for Global Optimization Methods in Computer Vision; International Dagstu Andrés Bruhn,Thomas Pock,Xue-Cheng Tai Confer
描述This book constitutes the thoroughly refereed post-conference proceedings of the International Dagstuhl-Seminar on Efficient Algorithms for Global Optimization Methods in Computer Vision, held in Dagstuhl Castle, Germany, in November 2011. The 8 revised full papers presented were carefully reviewed and selected by 12 lectures given at the seminar. The seminar focused on the entire algorithmic development pipeline for global optimization problems in computer vision: modelling, mathematical analysis, numerical solvers and parallelization. In particular, the goal of the seminar was to bring together researchers from all four fields to analyze and discuss the connections between the different stages of the algorithmic design pipeline.
出版日期Conference proceedings 2014
关键词algorithms; computer vision; image processing; image representations; mathematical analysis; algorithm an
版次1
doihttps://doi.org/10.1007/978-3-642-54774-4
isbn_softcover978-3-642-54773-7
isbn_ebook978-3-642-54774-4Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2014
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Grenzen der Vertragsgestaltung,imation of diffusion tensors or rigid motions is crucial for higher-level computer vision tasks. In this chapter we describe a novel method for efficient regularization of matrix- and group-valued images. Using the augmented Lagrangian framework we separate the total-variation regularization of matr
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Gesichts- und Kieferverletzungen, In the paper, we first extend the half-quadratic algorithm from .-norm to .-norm with .. Based on this, we develop a half-quadratic algorithm to solve the .-. problem. We prove that our algorithm is indeed a majorize-minimize approach. From that we derive some convergence results of our algorithm,
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,Beendigung des Arbeitsverhältnisses,ex regularizations in restoring sparse images. Due to the fact that the objective function is nonconvex and non-Lipschitz, such models are very challenging from an analytical as well as numerical point of view. In this work a smoothing descent method with provable convergence properties is proposed
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Assistenzarzt in der Frauenabteilung,to a finite set of real numbers. Inspired by Ishikawa’s multi-layered graph construction for the same labeling problem over a discrete image domain, we propose a novel continuous max-flow model and build up its duality to a convex relaxed formulation of image labeling under a new variational perspec
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https://doi.org/10.1007/978-3-642-64953-0n order to make use of Tsubame, there is a need to adapt existing software design concepts to multi-GPU environments. We have developed a modular and easily extensible software framework called waLBerla that covers a wide range of applications ranging from particulate flows over free surface flows t
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