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Efficient Algorithms for Global Optimization Methods in Computer Vision

International Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20-25, 2011, Revised Selected Papers

Andrés Bruhn, Thomas Pock, Xue-Cheng Tai (Herausgeber)

Buch | Softcover

VII, 175 Seiten

2014 | 2014
Springer Berlin (Verlag)
978-3-642-54773-7 (ISBN)

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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.

Mathematical Optimization.- Modeling.- Nonconvex Optimization.- Shape Representations.

Erscheint lt. Verlag	21.5.2014
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	VII, 175 p. 128 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	290 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Algorithmen
	Mathematik / Informatik ► Mathematik ► Analysis
Schlagworte	Algorithm analysis and problem complexity • Algorithmen • algorithms • computer vision • Image Processing • image representations • Mathematical Analysis
ISBN-10	3-642-54773-7 / 3642547737
ISBN-13	978-3-642-54773-7 / 9783642547737
Zustand	Neuware