Efficient Algorithms for Global Optimization Methods in Computer Vision: International Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20-25, 2011, Revised Selected Papers

by Andrés Bruhn, Thomas Pock, Xue-Cheng Tai

Overview

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.

Product Details

ISBN-13:	9783642547737
Publisher:	Springer Berlin Heidelberg
Publication date:	04/02/2014
Series:	Lecture Notes in Computer Science , #8293
Edition description:	2014
Pages:	175
Product dimensions:	6.10(w) x 9.25(h) x 0.02(d)

Table of Contents

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